From fdb036ecd5ea9af540973c5b2766b4df4a9a557b Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Fri, 8 Nov 2024 09:44:15 +0300 Subject: [PATCH 01/75] =?UTF-8?q?fix(tests):=20=F0=9F=90=9E=20update=20inf?= =?UTF-8?q?erence=20slicer=20tests=20to=20new=20overlap=20system=20for=20r?= =?UTF-8?q?emoving=20test=20warnings?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- test/detection/tools/test_inference_slicer.py | 37 ++++++++----------- 1 file changed, 15 insertions(+), 22 deletions(-) diff --git a/test/detection/tools/test_inference_slicer.py b/test/detection/tools/test_inference_slicer.py index 812e79413..1e03e158b 100644 --- a/test/detection/tools/test_inference_slicer.py +++ b/test/detection/tools/test_inference_slicer.py @@ -22,33 +22,26 @@ def callback(_: np.ndarray) -> Detections: @pytest.mark.parametrize( "slice_wh, overlap_ratio_wh, overlap_wh, expected_overlap, exception", [ - # Valid case: overlap_ratio_wh provided, overlap calculated from the ratio - ((128, 128), (0.2, 0.2), None, None, DoesNotRaise()), - # Valid case: overlap_wh in pixels, no ratio provided + # Valid case: explicit overlap_wh in pixels + ((128, 128), None, (26, 26), (26, 26), DoesNotRaise()), + # Valid case: overlap_wh in pixels ((128, 128), None, (20, 20), (20, 20), DoesNotRaise()), - # Invalid case: overlap_ratio_wh greater than 1, should raise ValueError - ((128, 128), (1.1, 0.5), None, None, pytest.raises(ValueError)), # Invalid case: negative overlap_wh, should raise ValueError ((128, 128), None, (-10, 20), None, pytest.raises(ValueError)), - # Invalid case: - # overlap_ratio_wh and overlap_wh provided, should raise ValueError - ((128, 128), (0.5, 0.5), (20, 20), (20, 20), pytest.raises(ValueError)), - # Valid case: no overlap_ratio_wh, overlap_wh = 50 pixels + # Invalid case: no overlaps defined + ((128, 128), None, None, None, pytest.raises(ValueError)), + # Valid case: overlap_wh = 50 pixels ((256, 256), None, (50, 50), (50, 50), DoesNotRaise()), - # Valid case: overlap_ratio_wh provided, overlap calculated from (0.3, 0.3) - ((200, 200), (0.3, 0.3), None, None, DoesNotRaise()), - # Valid case: small overlap_ratio_wh values - ((100, 100), (0.1, 0.1), None, None, DoesNotRaise()), - # Invalid case: negative overlap_ratio_wh value, should raise ValueError - ((128, 128), (-0.1, 0.2), None, None, pytest.raises(ValueError)), - # Invalid case: negative overlap_ratio_wh with overlap_wh provided - ((128, 128), (-0.1, 0.2), (30, 30), None, pytest.raises(ValueError)), - # Invalid case: overlap_wh greater than slice size, should raise ValueError + # Valid case: overlap_wh = 60 pixels + ((200, 200), None, (60, 60), (60, 60), DoesNotRaise()), + # Valid case: small overlap_wh values + ((100, 100), None, (0.1, 0.1), (0.1, 0.1), DoesNotRaise()), + # Invalid case: negative overlap_wh values + ((128, 128), None, (-10, -10), None, pytest.raises(ValueError)), + # Invalid case: overlap_wh greater than slice size ((128, 128), None, (150, 150), (150, 150), DoesNotRaise()), - # Valid case: overlap_ratio_wh is 0, no overlap - ((128, 128), (0.0, 0.0), None, None, DoesNotRaise()), - # Invalid case: no overlaps defined, no overlap - ((128, 128), None, None, None, pytest.raises(ValueError)), + # Valid case: zero overlap + ((128, 128), None, (0, 0), (0, 0), DoesNotRaise()), ], ) def test_inference_slicer_overlap( From 89769e49f790a7c80396139b1fb29b3d79e6b3c5 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Fri, 15 Nov 2024 16:24:34 +0300 Subject: [PATCH 02/75] =?UTF-8?q?ci:=20=F0=9F=91=B7=20update=20numpy=20dep?= =?UTF-8?q?endency=20to=20a=20simplified=20version=20constraint?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- poetry.lock | 1272 +++++++++++++++++++++++++++--------------------- pyproject.toml | 17 +- 2 files changed, 723 insertions(+), 566 deletions(-) diff --git a/poetry.lock b/poetry.lock index 0d69292c6..0afa448e5 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. [[package]] name = "anyio" -version = "4.6.2" +version = "4.5.2" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" files = [ - {file = "anyio-4.6.2-py3-none-any.whl", hash = "sha256:6caec6b1391f6f6d7b2ef2258d2902d36753149f67478f7df4be8e54d03a8f54"}, - {file = "anyio-4.6.2.tar.gz", hash = "sha256:f72a7bb3dd0752b3bd8b17a844a019d7fbf6ae218c588f4f9ba1b2f600b12347"}, + {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"}, + {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"}, ] [package.dependencies] @@ -737,76 +737,65 @@ test-no-images = ["pytest", "pytest-cov", "wurlitzer"] [[package]] name = "contourpy" -version = "1.3.0" +version = "1.3.1" description = "Python library for calculating contours of 2D quadrilateral grids" optional = false -python-versions = ">=3.9" 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"sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"] enabler = ["pytest-enabler (>=2.2)"] -test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] -type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"] +test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test (>=5.5)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] +type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.12.*)", "pytest-mypy"] [[package]] name = "six" @@ -4329,13 +4483,13 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"] [[package]] name = "tinycss2" -version = "1.3.0" +version = "1.4.0" description = "A tiny CSS parser" optional = false python-versions = ">=3.8" files = [ - {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"}, - {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"}, + {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"}, + {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"}, ] [package.dependencies] @@ -4347,13 +4501,13 @@ test = ["pytest", "ruff"] [[package]] name = "tomli" -version = "2.0.2" +version = "2.1.0" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" files = [ - {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"}, - {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"}, + {file = "tomli-2.1.0-py3-none-any.whl", hash = "sha256:a5c57c3d1c56f5ccdf89f6523458f60ef716e210fc47c4cfb188c5ba473e0391"}, + {file = "tomli-2.1.0.tar.gz", hash = "sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8"}, ] [[package]] @@ -4490,7 +4644,7 @@ files = [ name = "types-pytz" version = "2024.2.0.20241003" description = "Typing stubs for pytz" -optional = true +optional = false python-versions = ">=3.8" files = [ {file = "types-pytz-2024.2.0.20241003.tar.gz", hash = "sha256:575dc38f385a922a212bac00a7d6d2e16e141132a3c955078f4a4fd13ed6cb44"}, @@ -4524,13 +4678,13 @@ urllib3 = ">=2" [[package]] name = "types-setuptools" -version = "75.1.0.20241014" +version = "75.5.0.20241116" description = "Typing stubs for setuptools" optional = false python-versions = ">=3.8" files = [ - {file = "types-setuptools-75.1.0.20241014.tar.gz", hash = "sha256:29b0560a8d4b4a91174be085847002c69abfcb048e20b33fc663005aedf56804"}, - {file = "types_setuptools-75.1.0.20241014-py3-none-any.whl", hash = "sha256:caab58366741fb99673d0138b6e2d760717f154cfb981b74fea5e8de40f0b703"}, + {file = "types-setuptools-75.5.0.20241116.tar.gz", hash = "sha256:b6939ffdbc50ffdc0bcfbf14f7a6de1ddc5510906c1ca2bd62c23646e5798b1a"}, + {file = "types_setuptools-75.5.0.20241116-py3-none-any.whl", hash = "sha256:1144b2ab8fa986061f963391fdbde16df20582e3cc39c94340e71aa61cc7203f"}, ] [[package]] @@ -4613,13 +4767,13 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"] [[package]] name = "virtualenv" -version = "20.26.6" +version = "20.27.1" description = "Virtual Python Environment builder" optional = false -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "virtualenv-20.26.6-py3-none-any.whl", hash = "sha256:7345cc5b25405607a624d8418154577459c3e0277f5466dd79c49d5e492995f2"}, - {file = "virtualenv-20.26.6.tar.gz", hash = "sha256:280aede09a2a5c317e409a00102e7077c6432c5a38f0ef938e643805a7ad2c48"}, + {file = "virtualenv-20.27.1-py3-none-any.whl", hash = "sha256:f11f1b8a29525562925f745563bfd48b189450f61fb34c4f9cc79dd5aa32a1f4"}, + {file = "virtualenv-20.27.1.tar.gz", hash = "sha256:142c6be10212543b32c6c45d3d3893dff89112cc588b7d0879ae5a1ec03a47ba"}, ] [package.dependencies] @@ -4777,9 +4931,9 @@ type = ["pytest-mypy"] [extras] assets = ["requests", "tqdm"] -metrics = ["pandas", "pandas-stubs"] +metrics = ["pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "85f56a451ee3e0f2c00c8a39b1433d4fb54a239f14f4878e5ded30bc63729734" +content-hash = "7661beeb9043afebaa1e53cd4d9ebc7d07b35dfa97b7006295300e9f16dfe437" diff --git a/pyproject.toml b/pyproject.toml index d3084d52b..654809470 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,11 +43,14 @@ classifiers = [ [tool.poetry.dependencies] python = "^3.8" + +# For Python versions 3.13 and above, use numpy versions 2.1.0, +# required for poetry to not fail. numpy = [ - { version = ">=1.21.2,<1.23.3", python = "<=3.10" }, - { version = ">=1.23.3", python = ">3.10" }, + { version = ">=1.21.2", python = "<3.13" }, { version = ">=2.1.0", python = ">=3.13" }, ] + scipy = [ { version = "1.10.0", python = "<3.9" }, { version = "^1.10.0", python = ">=3.9" }, @@ -62,7 +65,7 @@ scipy = [ # For Python 3.8 and above, we use version 1.0.7 or higher, as it is the lowest major version that supports Python 3.8. # For Python 3.13 and above, we use version 1.3.0 or higher, as it is the first version that explicitly supports Python 3.13. contourpy = [ - { version = ">=1.0.7", python = ">=3.8" }, + { version = ">=1.0.7", python = ">=3.8,<3.13" }, { version = ">=1.3.0", python = ">=3.13" }, ] @@ -70,16 +73,15 @@ matplotlib = ">=3.6.0" pyyaml = ">=5.3" defusedxml = "^0.7.1" pillow = ">=9.4" -requests = { version = ">=2.26.0,<=2.32.3", optional = true } -tqdm = { version = ">=4.62.3,<=4.67.0", optional = true } +requests = { version = ">=2.26.0", optional = true } +tqdm = { version = ">=4.62.3", optional = true } # pandas: picked lowest major version that supports Python 3.8 pandas = { version = ">=2.0.0", optional = true } -pandas-stubs = { version = ">=2.0.0.230412", optional = true } opencv-python = ">=4.5.5.64" [tool.poetry.extras] assets = ["requests", "tqdm"] -metrics = ["pandas", "pandas-stubs"] +metrics = ["pandas"] [tool.poetry.group.dev.dependencies] twine = "^5.1.1" @@ -118,6 +120,7 @@ types-pyyaml = "^6.0.12.20240808" types-cffi = "^1.16.0.20240331" types-requests = "^2.32.0.20240712" types-tqdm = "^4.66.0.20240417" +pandas-stubs = ">=2.0.0.230412" [tool.bandit] From c88de3641cd74a25d2d37285cc646888dc881806 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Mon, 18 Nov 2024 19:57:41 +0300 Subject: [PATCH 03/75] =?UTF-8?q?chore:=20=F0=9F=93=A6=20assets=20extra=20?= =?UTF-8?q?removed=20and=20merged=20in=20to=20main=20supervision?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- docs/assets.md | 5 ++--- poetry.lock | 5 ++--- pyproject.toml | 5 ++--- 3 files changed, 6 insertions(+), 9 deletions(-) diff --git a/docs/assets.md b/docs/assets.md index 2e38ad472..ffc7a7d4e 100644 --- a/docs/assets.md +++ b/docs/assets.md @@ -1,6 +1,5 @@ --- comments: true -status: new --- # Assets @@ -11,12 +10,12 @@ that you can use in your demos. ## Install extra To install the Supervision assets utility, you can use `pip`. This utility is available -as an extra within the Supervision package. +within the Supervision package. !!! example "pip install" ```bash - pip install "supervision[assets]" + pip install "supervision" ```
diff --git a/poetry.lock b/poetry.lock index 0afa448e5..2673f6176 100644 --- a/poetry.lock +++ b/poetry.lock @@ -4561,7 +4561,7 @@ test = ["devpi-process (>=1.0.2)", "pytest (>=8.3.3)", "pytest-mock (>=3.14)"] name = "tqdm" version = "4.67.0" description = "Fast, Extensible Progress Meter" -optional = true +optional = false python-versions = ">=3.7" files = [ {file = "tqdm-4.67.0-py3-none-any.whl", hash = "sha256:0cd8af9d56911acab92182e88d763100d4788bdf421d251616040cc4d44863be"}, @@ -4930,10 +4930,9 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", type = ["pytest-mypy"] [extras] -assets = ["requests", "tqdm"] metrics = ["pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "7661beeb9043afebaa1e53cd4d9ebc7d07b35dfa97b7006295300e9f16dfe437" +content-hash = "4b1374cb6ea9100c5bed238a30153051ae9946a23c8c93e0abe1e80a29bb6860" diff --git a/pyproject.toml b/pyproject.toml index 654809470..d0b8d0bf5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -73,14 +73,13 @@ matplotlib = ">=3.6.0" pyyaml = ">=5.3" defusedxml = "^0.7.1" pillow = ">=9.4" -requests = { version = ">=2.26.0", optional = true } -tqdm = { version = ">=4.62.3", optional = true } +requests = ">=2.26.0" +tqdm = ">=4.62.3" # pandas: picked lowest major version that supports Python 3.8 pandas = { version = ">=2.0.0", optional = true } opencv-python = ">=4.5.5.64" [tool.poetry.extras] -assets = ["requests", "tqdm"] metrics = ["pandas"] [tool.poetry.group.dev.dependencies] From 742a824d2c946d54a03a6a5d13c96366822cd814 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Mon, 18 Nov 2024 20:15:38 +0300 Subject: [PATCH 04/75] =?UTF-8?q?fix:=20=F0=9F=90=9B=20=20install=20sectio?= =?UTF-8?q?n=20removed=20from=20assets?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- docs/assets.md | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/docs/assets.md b/docs/assets.md index ffc7a7d4e..7135f33f0 100644 --- a/docs/assets.md +++ b/docs/assets.md @@ -7,17 +7,6 @@ comments: true Supervision offers an assets download utility that allows you to download video files that you can use in your demos. -## Install extra - -To install the Supervision assets utility, you can use `pip`. This utility is available -within the Supervision package. - -!!! example "pip install" - - ```bash - pip install "supervision" - ``` -

download_assets

From 37b5dd477b813897ebed09252b1fae92c961661d Mon Sep 17 00:00:00 2001 From: LinasKo Date: Mon, 18 Nov 2024 19:30:02 +0200 Subject: [PATCH 05/75] bump version from 0.25.0 to 0.26.0rc1 --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index d0b8d0bf5..b7e9c6b8d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "supervision" -version = "0.25.0" +version = "0.26.0rc1" description = "A set of easy-to-use utils that will come in handy in any Computer Vision project" authors = ["Piotr Skalski "] maintainers = [ From b2dc1b2a171baac60567fb04b8f7365e4de36f6c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 18 Nov 2024 17:55:51 +0000 Subject: [PATCH 06/75] =?UTF-8?q?chore(pre=5Fcommit):=20=E2=AC=86=20pre=5F?= =?UTF-8?q?commit=20autoupdate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.7.3 → v0.7.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.7.3...v0.7.4) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6767146f4..f550e084e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -32,7 +32,7 @@ repos: additional_dependencies: ["bandit[toml]"] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.3 + rev: v0.7.4 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] From 8d18328dff635b936c1bf8df79d7f66cbb049705 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 18 Nov 2024 17:55:51 +0000 Subject: [PATCH 07/75] =?UTF-8?q?chore(pre=5Fcommit):=20=E2=AC=86=20pre=5F?= =?UTF-8?q?commit=20autoupdate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.7.3 → v0.7.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.7.3...v0.7.4) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6767146f4..f550e084e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -32,7 +32,7 @@ repos: additional_dependencies: ["bandit[toml]"] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.3 + rev: v0.7.4 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] From 88f113d14bf81b7dba3835160be56fa312717794 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Tue, 19 Nov 2024 17:53:18 +0300 Subject: [PATCH 08/75] =?UTF-8?q?docs:=20=F0=9F=93=9D=20git=20clone=20meth?= =?UTF-8?q?ods=20are=20extended=20and=20shallow=20copy=20method=20also=20a?= =?UTF-8?q?dded?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- CONTRIBUTING.md | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 8a06e3421..9a02f052e 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -128,15 +128,27 @@ PRs must pass all tests and linting requirements before they can be merged. Before starting your work on the project, set up your development environment: -1. Clone your fork of the project: +1. Clone your fork of the project (recommended to use shallow clone of develop branch): + + **Option A: Recommended for most contributors (shallow clone of develop branch):** ```bash - git clone https://github.com/YOUR_USERNAME/supervision.git + git clone --depth 1 -b develop https://github.com/YOUR_USERNAME/supervision.git cd supervision ``` Replace `YOUR_USERNAME` with your GitHub username. + > Note: Using `--depth 1` creates a shallow clone with minimal history and `-b develop` ensures you start with the development branch. This significantly reduces download size while providing everything needed to contribute. + + **Option B: Full repository clone (if you need complete history):** + + ```bash + git clone https://github.com/YOUR_USERNAME/supervision.git + cd supervision + git checkout develop + ``` + 2. Create and activate a virtual environment: ```bash From a57f4f22aeb2076b0b880b557fc8c74bc9c93544 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Tue, 19 Nov 2024 17:57:56 +0300 Subject: [PATCH 09/75] =?UTF-8?q?docs:=20=F0=9F=93=9D=20git=20clone=20exam?= =?UTF-8?q?ples=20with=20single=20branch=20and=20single=20depth=20added=20?= =?UTF-8?q?into=20example=20docs?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- docs/index.md | 4 ++-- examples/count_people_in_zone/README.md | 2 +- examples/heatmap_and_track/README.md | 2 +- examples/speed_estimation/README.md | 2 +- examples/time_in_zone/README.md | 2 +- examples/tracking/README.md | 2 +- examples/traffic_analysis/README.md | 2 +- 7 files changed, 8 insertions(+), 8 deletions(-) diff --git a/docs/index.md b/docs/index.md index 08fdb2400..b78ce6c5f 100644 --- a/docs/index.md +++ b/docs/index.md @@ -63,7 +63,7 @@ You can install `supervision` in a === "virtualenv" ```bash # clone repository and navigate to root directory - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision # setup python environment and activate it @@ -78,7 +78,7 @@ You can install `supervision` in a === "poetry" ```bash # clone repository and navigate to root directory - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision # setup python environment and activate it diff --git a/examples/count_people_in_zone/README.md b/examples/count_people_in_zone/README.md index 0cb20955d..994ffec64 100644 --- a/examples/count_people_in_zone/README.md +++ b/examples/count_people_in_zone/README.md @@ -17,7 +17,7 @@ https://github.com/roboflow/supervision/assets/26109316/f84db7b5-79e2-4142-a1da- - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/count_people_in_zone ``` diff --git a/examples/heatmap_and_track/README.md b/examples/heatmap_and_track/README.md index 2c2fc58c7..2551dadb4 100644 --- a/examples/heatmap_and_track/README.md +++ b/examples/heatmap_and_track/README.md @@ -11,7 +11,7 @@ supervision package for multiple tasks such as drawing heatmap annotations, trac - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/heatmap_and_track ``` diff --git a/examples/speed_estimation/README.md b/examples/speed_estimation/README.md index 08a2018b7..c2e6bcbde 100644 --- a/examples/speed_estimation/README.md +++ b/examples/speed_estimation/README.md @@ -22,7 +22,7 @@ https://github.com/roboflow/supervision/assets/26109316/d50118c1-2ae4-458d-915a- - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/speed_estimation ``` diff --git a/examples/time_in_zone/README.md b/examples/time_in_zone/README.md index b40e29eb7..5c91a80b3 100644 --- a/examples/time_in_zone/README.md +++ b/examples/time_in_zone/README.md @@ -16,7 +16,7 @@ https://github.com/roboflow/supervision/assets/26109316/d051cc8a-dd15-41d4-aa36- - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/time_in_zone ``` diff --git a/examples/tracking/README.md b/examples/tracking/README.md index cb167712b..53b8a3e51 100644 --- a/examples/tracking/README.md +++ b/examples/tracking/README.md @@ -10,7 +10,7 @@ detection and Supervision for tracking and annotation. - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/tracking ``` diff --git a/examples/traffic_analysis/README.md b/examples/traffic_analysis/README.md index feac8d91c..29ed71688 100644 --- a/examples/traffic_analysis/README.md +++ b/examples/traffic_analysis/README.md @@ -13,7 +13,7 @@ https://github.com/roboflow/supervision/assets/26109316/c9436828-9fbf-4c25-ae8c- - clone repository and navigate to example directory ```bash - git clone https://github.com/roboflow/supervision.git + git clone --depth 1 -b develop https://github.com/roboflow/supervision.git cd supervision/examples/traffic_analysis ``` From 987a8f269fb066ce9dddee130764207e6ed27b38 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 21 Nov 2024 00:50:26 +0000 Subject: [PATCH 10/75] :arrow_up: Bump mkdocs-material from 9.5.44 to 9.5.45 Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 9.5.44 to 9.5.45. - [Release notes](https://github.com/squidfunk/mkdocs-material/releases) - [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG) - [Commits](https://github.com/squidfunk/mkdocs-material/compare/9.5.44...9.5.45) --- updated-dependencies: - dependency-name: mkdocs-material dependency-type: direct:development update-type: version-update:semver-patch ... 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[Release notes](https://github.com/pypa/wheel/releases) - [Changelog](https://github.com/pypa/wheel/blob/main/docs/news.rst) - [Commits](https://github.com/pypa/wheel/compare/0.45.0...0.45.1) --- updated-dependencies: - dependency-name: wheel dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 57a7362d8..9d7c0c143 100644 --- a/poetry.lock +++ b/poetry.lock @@ -4788,13 +4788,13 @@ test = ["websockets"] [[package]] name = "wheel" -version = "0.45.0" +version = "0.45.1" description = "A built-package format for Python" optional = false python-versions = ">=3.8" files = [ - {file = "wheel-0.45.0-py3-none-any.whl", hash = "sha256:52f0baa5e6522155090a09c6bd95718cc46956d1b51d537ea5454249edb671c7"}, - {file = "wheel-0.45.0.tar.gz", hash = "sha256:a57353941a3183b3d5365346b567a260a0602a0f8a635926a7dede41b94c674a"}, + {file = "wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248"}, + {file = "wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729"}, ] [package.extras] From 7c57a1b8def9a794b513667941b9aef1f998a6f1 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 25 Nov 2024 00:26:16 +0000 Subject: [PATCH 16/75] :arrow_up: Bump tqdm from 4.67.0 to 4.67.1 Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.67.0 to 4.67.1. - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](https://github.com/tqdm/tqdm/compare/v4.67.0...v4.67.1) --- updated-dependencies: - dependency-name: tqdm dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 57a7362d8..23541153e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -4457,20 +4457,20 @@ test = ["devpi-process (>=1.0.2)", "pytest (>=8.3.3)", "pytest-mock (>=3.14)"] [[package]] name = "tqdm" -version = "4.67.0" +version = "4.67.1" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.67.0-py3-none-any.whl", hash = "sha256:0cd8af9d56911acab92182e88d763100d4788bdf421d251616040cc4d44863be"}, - {file = "tqdm-4.67.0.tar.gz", hash = "sha256:fe5a6f95e6fe0b9755e9469b77b9c3cf850048224ecaa8293d7d2d31f97d869a"}, + {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, + {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, ] [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} [package.extras] -dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"] +dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"] discord = ["requests"] notebook = ["ipywidgets (>=6)"] slack = ["slack-sdk"] From 4bfee1096e07d1760cb53a2c4c40da8d2ebf4542 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Mon, 25 Nov 2024 13:11:54 +0200 Subject: [PATCH 17/75] docs: removed `git checkout develop` Develop is the primary branch, so explicit checkout is not needed --- CONTRIBUTING.md | 1 - 1 file changed, 1 deletion(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 9a02f052e..57a66af83 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -146,7 +146,6 @@ Before starting your work on the project, set up your development environment: ```bash git clone https://github.com/YOUR_USERNAME/supervision.git cd supervision - git checkout develop ``` 2. Create and activate a virtual environment: From 684522a7e8c651deb7ca70f0b4fd36bae8b44e60 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Nov 2024 17:51:21 +0000 Subject: [PATCH 18/75] =?UTF-8?q?chore(pre=5Fcommit):=20=E2=AC=86=20pre=5F?= =?UTF-8?q?commit=20autoupdate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.7.4 → v0.8.0](https://github.com/astral-sh/ruff-pre-commit/compare/v0.7.4...v0.8.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index f550e084e..72fc1a1f0 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -32,7 +32,7 @@ repos: additional_dependencies: ["bandit[toml]"] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.4 + rev: v0.8.0 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] From 7626c32a5620af4eb640d994aed246943b2eb731 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Mon, 25 Nov 2024 23:31:21 +0300 Subject: [PATCH 19/75] =?UTF-8?q?fix:=20=F0=9F=90=9B=20=20add=20missing=20?= =?UTF-8?q?exports=20to=20=5F=5Fall=5F=5F=20in=20supervision=20modules=20f?= =?UTF-8?q?or=20assets=20and=20metrics?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- supervision/assets/__init__.py | 2 ++ supervision/metrics/__init__.py | 19 +++++++++++++++++++ 2 files changed, 21 insertions(+) diff --git a/supervision/assets/__init__.py b/supervision/assets/__init__.py index 3b76c5aba..9af46dd9c 100644 --- a/supervision/assets/__init__.py +++ b/supervision/assets/__init__.py @@ -1,2 +1,4 @@ from supervision.assets.downloader import download_assets from supervision.assets.list import VideoAssets + +__all__ = ["download_assets", "VideoAssets"] diff --git a/supervision/metrics/__init__.py b/supervision/metrics/__init__.py index 12b243ce6..521030e9f 100644 --- a/supervision/metrics/__init__.py +++ b/supervision/metrics/__init__.py @@ -19,3 +19,22 @@ get_detection_size_category, get_object_size_category, ) + +__all__ = [ + "AveragingMethod", + "Metric", + "MetricTarget", + "F1Score", + "F1ScoreResult", + "MeanAveragePrecision", + "MeanAveragePrecisionResult", + "MeanAverageRecall", + "MeanAverageRecallResult", + "Precision", + "PrecisionResult", + "Recall", + "RecallResult", + "ObjectSizeCategory", + "get_detection_size_category", + "get_object_size_category", +] From b7e02add3086b126fc70ebfd006b3bf110acb5f2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Nov 2024 20:31:44 +0000 Subject: [PATCH 20/75] =?UTF-8?q?fix(pre=5Fcommit):=20=F0=9F=8E=A8=20auto?= =?UTF-8?q?=20format=20pre-commit=20hooks?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- supervision/assets/__init__.py | 2 +- supervision/metrics/__init__.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/supervision/assets/__init__.py b/supervision/assets/__init__.py index 9af46dd9c..4c48bab64 100644 --- a/supervision/assets/__init__.py +++ b/supervision/assets/__init__.py @@ -1,4 +1,4 @@ from supervision.assets.downloader import download_assets from supervision.assets.list import VideoAssets -__all__ = ["download_assets", "VideoAssets"] +__all__ = ["VideoAssets", "download_assets"] diff --git a/supervision/metrics/__init__.py b/supervision/metrics/__init__.py index 521030e9f..e1cba4c18 100644 --- a/supervision/metrics/__init__.py +++ b/supervision/metrics/__init__.py @@ -22,19 +22,19 @@ __all__ = [ "AveragingMethod", - "Metric", - "MetricTarget", "F1Score", "F1ScoreResult", "MeanAveragePrecision", "MeanAveragePrecisionResult", "MeanAverageRecall", "MeanAverageRecallResult", + "Metric", + "MetricTarget", + "ObjectSizeCategory", "Precision", "PrecisionResult", "Recall", "RecallResult", - "ObjectSizeCategory", "get_detection_size_category", "get_object_size_category", ] From a90b8717eee77c9830f0040ef90b0029a1d851ea Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 26 Nov 2024 00:58:45 +0000 Subject: [PATCH 21/75] :arrow_up: Bump mkdocs-material from 9.5.45 to 9.5.46 Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 9.5.45 to 9.5.46. - [Release notes](https://github.com/squidfunk/mkdocs-material/releases) - [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG) - [Commits](https://github.com/squidfunk/mkdocs-material/compare/9.5.45...9.5.46) --- updated-dependencies: - dependency-name: mkdocs-material dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 7981210e2..7a9065e9d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2406,13 +2406,13 @@ pygments = ">2.12.0" [[package]] name = "mkdocs-material" -version = "9.5.45" +version = "9.5.46" description = "Documentation that simply works" optional = false python-versions = ">=3.8" files = [ - {file = "mkdocs_material-9.5.45-py3-none-any.whl", hash = "sha256:a9be237cfd0be14be75f40f1726d83aa3a81ce44808dc3594d47a7a592f44547"}, - {file = "mkdocs_material-9.5.45.tar.gz", hash = "sha256:286489cf0beca4a129d91d59d6417419c63bceed1ce5cd0ec1fc7e1ebffb8189"}, + {file = "mkdocs_material-9.5.46-py3-none-any.whl", hash = "sha256:98f0a2039c62e551a68aad0791a8d41324ff90c03a6e6cea381a384b84908b83"}, + {file = "mkdocs_material-9.5.46.tar.gz", hash = "sha256:ae2043f4238e572f9a40e0b577f50400d6fc31e2fef8ea141800aebf3bd273d7"}, ] [package.dependencies] From b3d12ed652f6b27535d36f42614fbfff0939e7ed Mon Sep 17 00:00:00 2001 From: Erol444 Date: Tue, 26 Nov 2024 17:31:28 +0700 Subject: [PATCH 22/75] Update core.py Specified that mask is in bool datatype. Used int8 (gpt generated code) and was debugging this issue for 3 hours until I looked into source code of mask annotator --- supervision/detection/core.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/supervision/detection/core.py b/supervision/detection/core.py index 32753a30a..74c663a89 100644 --- a/supervision/detection/core.py +++ b/supervision/detection/core.py @@ -117,7 +117,7 @@ class simplifies data manipulation and filtering, providing a uniform API for xyxy (np.ndarray): An array of shape `(n, 4)` containing the bounding boxes coordinates in format `[x1, y1, x2, y2]` mask: (Optional[np.ndarray]): An array of shape - `(n, H, W)` containing the segmentation masks. + `(n, H, W)` containing the segmentation masks (`bool` data type). confidence (Optional[np.ndarray]): An array of shape `(n,)` containing the confidence scores of the detections. class_id (Optional[np.ndarray]): An array of shape From ae9628e53720236bce1df044732fb12f99044404 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Thu, 28 Nov 2024 02:11:02 +0300 Subject: [PATCH 23/75] =?UTF-8?q?fix:=20=F0=9F=90=9E=20add=20poetry=20lock?= =?UTF-8?q?=20file=20re-generated=20via=20poetry=201.8.4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- poetry.lock | 228 +++++++++++++++++++++++++++++++++++++++++----------- 1 file changed, 180 insertions(+), 48 deletions(-) diff --git a/poetry.lock b/poetry.lock index 7981210e2..a3c4d1722 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. 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"jaraco.itertools", type = ["pytest-mypy"] [extras] -metrics = ["pandas"] +metrics = ["pandas", "pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "4b1374cb6ea9100c5bed238a30153051ae9946a23c8c93e0abe1e80a29bb6860" +content-hash = "d4cecb2272cd92fb70c28f890d56cad3d9b98b1b0ade1c070b604b03c2b7ea9a" diff --git a/pyproject.toml b/pyproject.toml index b7e9c6b8d..b0f131617 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -76,7 +76,11 @@ pillow = ">=9.4" requests = ">=2.26.0" tqdm = ">=4.62.3" # pandas: picked lowest major version that supports Python 3.8 -pandas = { version = ">=2.0.0", optional = true } +pandas = [ + { version = ">=2.0.0", python = "<3.13",optional = true }, + { version = ">=2.2.3", python = ">=3.13",optional = true }, +] + opencv-python = ">=4.5.5.64" [tool.poetry.extras] From def1cc4b332cf9b891a6fc5b7c37182b88c8e4f8 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Thu, 28 Nov 2024 02:36:45 +0300 Subject: [PATCH 25/75] =?UTF-8?q?ci:=20=F0=9F=91=B7=20supervision=20import?= =?UTF-8?q?=20check=20and=20version=20print=20added?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- .github/workflows/poetry-test.yml | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/.github/workflows/poetry-test.yml b/.github/workflows/poetry-test.yml index d44c0f2d9..da96cf25d 100644 --- a/.github/workflows/poetry-test.yml +++ b/.github/workflows/poetry-test.yml @@ -36,11 +36,5 @@ jobs: - name: 🚀 Do Install the package Test run: poetry install --with dev --extras metrics - - name: 🐚 Start Poetry Shell - run: poetry shell - - - name: 📄 Create a simple script - run: echo "import supervision " > simple_script.py - - name: 🧪 Run the simple script - run: python simple_script.py + run: poetry run python -c "import supervision; from supervision import assets; from supervision import metrics; print(supervision.__version__)" From 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detection models and wondered which one performs best on your specific use case? Or maybe you've downloaded a pre-trained model and want to verify its performance on your dataset? Model benchmarking is essential for making informed decisions about which model to deploy in production. + +This guide will show an easy way to benchmark your results using `supervision`. It will go over: + +1. [Loading a dataset](#loading-a-dataset) +2. [Loading a model](#loading-a-model) +3. [Benchmarking Basics](#benchmarking-basics) +4. [Visual Benchmarking](#visual-benchmarking) +5. [Metric: Mean Average Precision (mAP)](#metric-mean-average-precision-map) +6. [Metric: F1 Score](#metric-f1-score) +7. [Bonus: Model Leaderboard](#model-leaderboard) + +This guide applies to object detection, instance segmentation, and oriented bounding box models (OBB). + +## Loading a Dataset + +Suppose you start with a dataset. Perhaps you found it on [Universe](https://universe.roboflow.com/); perhaps you [labeled your own](https://roboflow.com/how-to-label/yolo11). In either case, this guide assumes you have a dataset with labels in your [Roboflow Workspace](https://app.roboflow.com/). + +Let's use the following libraries: + +- `roboflow` to manage the dataset and deploy models +- `inference` to run the models +- `supervision` to evaluate the model results + +```bash +pip install roboflow inference supervision +``` + +Here's how you can download a dataset: + +```python +from roboflow import Roboflow + +rf = Roboflow(api_key="") +project = rf.workspace("").project("") +dataset = project.version().download("") +``` + +In this guide, we shall use the [car part segmentation dataset](https://universe.roboflow.com/alpaco5-f3woi/part-autolabeld). + +```python +from roboflow import Roboflow + +rf = Roboflow(api_key="") +project = rf.workspace("alpaco5-f3woi").project("part-autolabeld") +dataset = project.version(5).download("yolov11") +``` + +This will create a folder called `part-autolabeld` with the dataset in the current working directory, with `train`, `test`, and `valid` folders and `data.yaml` file. + +## Loading a Model + +Let's load a single model, and see how to evaluate it. To evaluate another, simply return to this step. + +=== "Pretrained Model" + + Roboflow supports a range of state-of-the-art [pre-trained models](https://inference.roboflow.com/quickstart/aliases/) for object detection, instance segmentation, and pose tracking. You don't even need an API key! + + Let's load such a model with inference [`inference`](https://inference.roboflow.com/). + + ```python + from inference import get_model + + model = get_model(model_id="yolov11s-640") + ``` + +=== "Trained on Roboflow Platform" + + You can train and deploy a model without leaving the Roboflow platform. See this [guide](https://docs.roboflow.com/train/train/train-from-scratch) for more details. + + To load a model, you can use inference: + + ```python + from inference import get_model + + model_id = "/" + model = get_model(model_id=model_id) + ``` + +=== "Locally Trained Model" + + To train a model locally, we can use ultralytics. Run the following code in your terminal. Note that it applies to segmentation, but can also be used for object detection and oriented bounding box models, if you change `task` and `model` arguments. + + ```bash + pip install ultralytics + yolo task=segment mode=train model=yolo11s-seg.pt data=part-autolabeld/data.yaml epochs=10 imgsz=640 + ``` + + Once the model is trained, you can deploy it to Roboflow, making it available anywhere. + + Note: if using other model types, change to `-obb` or remove suffix in `model_type` and replace `segment` with `obb`or `detect`. Multiple runs also produce multiple folders such as `segment`, `segment1`, `segment2`, etc. + + ```python + project.version(dataset.version).deploy( + model_type="yolov11-seg", model_path=f"runs/segment/train/weights/best.pt" + ) + + from inference import get_model + model_id = project.id.split("/")[1] + "/" + dataset.version + model = get_model(model_id=model_id) + ``` + +## Benchmarking Basics + +Evaluating your model requires careful selection of the dataset. Which images should you use?Let's go over the different subsets of a dataset. + +- **Training Set**: This is the set of images used to train the model. Since the model learns to maximize its accuracy on this set, it should **never** be used for validation - the results will seem unrealistically good. +- **Validation Set**: This is the set of images used to validate the model during training. Every Nth training epoch, the model is evaluated on the validation set. Often the training is stopped once the validation loss stops improving. Therefore, even while the images aren't used to train the model, it still influences the training outcome. +- **Test Set**: This is the set of images kept aside for model testing. It is exactly the set you should use for benchmarking. If the dataset was split correctly, none of these images would be shown to the model during training. + +Therefore, the `test` set is the best choice for benchmarking. +Several other problems may arise: + +- **Data Contamination**: It's possible that the dataset was not split correctly and some images from the test set were used during training. In this case, the results will be overly optimistic. It also covers the case where **very similar** images were used for training and testing - e.g. those taken in the same environment. +- **Missing Test Set**: Some datasets do not come with a test set. In this case, you should collect and [label](https://roboflow.com/annotate) your own data. Alternatively, a validation set could be used, but the results could be overly optimistic. Make sure to test in the real world asap. + +## Running a Model + +At this stage, we should have: + +- A set of labeled images we'll use to evaluate the model. +- The model we wish to benchmark. + +Let's run the model and obtain the predictions. +We'll use `supervision` to iterate over the images. + +=== "Roboflow Inference" + + ```python + import supervision as sv + + test_set = sv.DetectionDataset.from_yolo( + images_directory_path=f"{dataset.location}/test/images", + annotations_directory_path=f"{dataset.location}/test/labels", + data_yaml_path=f"{dataset.location}/data.yaml" + ) + + image_paths = [] + predictions_list = [] + targets_list = [] + + for image_path, image, label in test_set: + result = model.infer(image)[0] + predictions = sv.Detections.from_inference(result) + + image_paths.append(image_path) + predictions_list.append(predictions) + targets_list.append(label) + ``` + +=== "Ultralytics" + + ```python + import supervision as sv + + test_set = sv.DetectionDataset.from_yolo( + images_directory_path=f"{dataset.location}/test/images", + annotations_directory_path=f"{dataset.location}/test/labels", + data_yaml_path=f"{dataset.location}/data.yaml" + ) + + image_paths = [] + predictions_list = [] + targets_list = [] + + for image_path, image, label in test_set: + result = model(image)[0] + predictions = sv.Detections.from_ultralytics(result) + + image_paths.append(image_path) + predictions_list.append(predictions) + targets_list.append(label) + ``` + +## Visualizing Predictions + +The first step in evaluating your model’s performance is to visualize its predictions. +This gives an intuitive sense of how well your model is detecting objects and where it might be failing. + +```python +import supervision as sv + +N = 9 +GRID_SIZE = (3, 3) + +box_annotator_predictions = sv.BoxAnnotator(color=sv.Color.BLUE) +box_annotator_targets = sv.BoxAnnotator(color=sv.Color.GREEN) + +annotated_images = [] +for image_path, predictions, targets in zip( + image_paths[:N], predictions_list[:N], targets_list[:N] +): + annotated_image = cv2.imread(image_path) + annotated_image = box_annotator_targets.annotate( + scene=annotated_image, detections=targets + ) + annotated_image = box_annotator_predictions.annotate( + scene=annotated_image, detections=predictions + ) + +sv.plot_images_grid(images=annotated_images, grid_size=GRID_SIZE) +``` + + + +!!! tip + + Use `sv.MaskAnnotator` for segmentation and `sv.OrientedBoxAnnotator` for OBB. + + See [annotator documentation](https://supervision.roboflow.com/latest/detection/annotators/) for more details. + +## Benchmarking Metrics + +With multiple models, fine details matter. Visual inspection may not be enough. `supervision` provides a collection of metrics that help obtain precise numerical results of model performance. + +### Mean Average Precision (mAP) + +We'll start with [MeanAveragePrecision (mAP)](https://supervision.roboflow.com/latest/metrics/mean_average_precision/#supervision.metrics.mean_average_precision.MeanAveragePrecision), which is the most commonly used metric for object detection. It measures the average precision across all classes and IoU thresholds. + +For a thorough explanation, check out our [blog](https://blog.roboflow.com/mean-average-precision/) or [Youtube video](https://www.youtube.com/watch?v=oqXDdxF_Wuw). + +Here, the most important value is `mAP 50:95`. It represents the average precision across all classes and IoU thresholds (`0.5` to `0.95`), whereas other values such as `mAP 50` or `mAP 75` only consider a single IoU threshold (`0.5` and `0.75` respectively). + +Let's compute the mAP: + +```python +import supervision as sv + +map_metric = sv.metrics.MeanAveragePrecision() +map_result = map_metric.update(predictions_list, targets_list).compute() +``` + +Try printing the result to see it at a glance: + +```python +print(map_result) +``` + +``` +MeanAveragePrecisionResult: +Metric target: MetricTarget.BOXES +Class agnostic: False +mAP @ 50:95: 0.4674 +mAP @ 50: 0.5048 +mAP @ 75: 0.4796 +mAP scores: [0.50485 0.50377 0.50377 ...] +IoU thresh: [0.5 0.55 0.6 ...] +AP per class: +0: [0.67699 0.67699 0.67699 ...] +... +Small objects: ... +Medium objects: ... +Large objects: ... +``` + +You can also plot the results: + +```python +map_result.plot() +``` + +![mAP Plot](https://media.roboflow.com/supervision-docs/metrics/mAP_plot_example.png) + +The metric also breaks down the results by detected object area. Small, medium and large are simply those with area less than 32², between 32² and 96², and greater than 96² pixels respectively. + +### F1 Score + +The [F1 Score](https://supervision.roboflow.com/latest/metrics/f1_score/) is another useful metric, especially when dealing with an imbalance between false positives and false negatives. It’s the harmonic mean of **precision** (how many predictions are correct) and **recall** (how many actual instances were detected). + +Here's how you can compute the F1 score: + +```python +import supervision as sv + +f1_metric = sv.metrics.F1Score() +f1_result = f1_metric.update(predictions_list, targets_list).compute() +``` + +As with mAP, you can also print the result: + +```python +print(f1_result) +``` + +``` +F1ScoreResult: +Metric target: MetricTarget.BOXES +Averaging method: AveragingMethod.WEIGHTED +F1 @ 50: 0.7618 +F1 @ 75: 0.7487 +F1 @ thresh: [0.76175 0.76068 0.76068] +IoU thresh: [0.5 0.55 0.6 ...] +F1 per class: +0: [0.70968 0.70968 0.70968 ...] +... +Small objects: ... +Medium objects: ... +Large objects: ... +``` + +Similarly, you can plot the results: + +```python +f1_result.plot() +``` + +![F1 Plot](https://media.roboflow.com/supervision-docs/metrics/f1_plot_example.png) + +As with mAP, the metric also breaks down the results by detected object area. Small, medium and large are simply those with area less than 32², between 32² and 96², and greater than 96² pixels respectively. + +## Model Leaderboard + +Here to compare the basic models? We've got you covered. Check out our [Model Leaderboard](https://leaderboard.roboflow.com/) to see how different models perform and to get a sense of the state-of-the-art results. It's a great place to understand what the leading models can achieve and to compare your own results. + +Even better, the repository is open source! You can see how the models were benchmarked, run the evaluation yourself, and even add your own models to the leaderboard. Check it out on [GitHub](https://github.com/roboflow/model-leaderboard)! + +![Model Leaderboard Example](https://media.roboflow.com/model-leaderboard/model-leaderboard-example.png) + +## Conclusion + +In this guide, you've learned how to set up your environment, train or use pre-trained models, visualize predictions, and evaluate model performance with metrics like [mAP](https://supervision.roboflow.com/latest/metrics/mean_average_precision/), [F1 score](https://supervision.roboflow.com/latest/metrics/f1_score/), and got to know our Model Leaderboard. + +For more details, be sure to check out our [documentation](https://supervision.roboflow.com/latest/) and join our community discussions. If you find any issues, please let us know on [GitHub](https://github.com/roboflow/supervision/issues). + +Best of luck with your benchmarking! diff --git a/mkdocs.yml b/mkdocs.yml index 6d013a730..f326297bf 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -42,6 +42,7 @@ nav: - Detect Small Objects: how_to/detect_small_objects.md - Track Objects on Video: how_to/track_objects.md - Process Datasets: how_to/process_datasets.md + - Benchmark a Model: how_to/benchmark_a_model.md - Reference - Code API: - Detection and Segmentation: From d3f6570a89d142f3510a901c81ffffe10e587f59 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Fri, 29 Nov 2024 17:24:19 +0200 Subject: [PATCH 31/75] Update model benchmarking guide with model running and metrics * Install inference directly for now --- docs/how_to/benchmark_a_model.md | 251 ++++++++++++++++++++++--------- 1 file changed, 177 insertions(+), 74 deletions(-) diff --git a/docs/how_to/benchmark_a_model.md b/docs/how_to/benchmark_a_model.md index 63543bf91..1fc59245d 100644 --- a/docs/how_to/benchmark_a_model.md +++ b/docs/how_to/benchmark_a_model.md @@ -7,34 +7,42 @@ status: new ## Overview -Have you ever trained multiple object detection models and wondered which one performs best on your specific use case? Or maybe you've downloaded a pre-trained model and want to verify its performance on your dataset? Model benchmarking is essential for making informed decisions about which model to deploy in production. +Have you ever trained multiple detection models and wondered which one performs best on your specific use case? Or maybe you've downloaded a pre-trained model and want to verify its performance on your dataset? Model benchmarking is essential for making informed decisions about which model to deploy in production. This guide will show an easy way to benchmark your results using `supervision`. It will go over: 1. [Loading a dataset](#loading-a-dataset) 2. [Loading a model](#loading-a-model) 3. [Benchmarking Basics](#benchmarking-basics) -4. [Visual Benchmarking](#visual-benchmarking) -5. [Metric: Mean Average Precision (mAP)](#metric-mean-average-precision-map) -6. [Metric: F1 Score](#metric-f1-score) -7. [Bonus: Model Leaderboard](#model-leaderboard) +4. [Running a Model](#running-a-model) +5. [Remapping Classes](#remapping-classes) +6. [Visual Benchmarking](#visual-benchmarking) +7. [Benchmarking Metrics](#benchmarking-metrics) +8. [Mean Average Precision (mAP)](#mean-average-precision-map) +9. [F1 Score](#f1-score) +10. [Bonus: Model Leaderboard](#model-leaderboard) -This guide applies to object detection, instance segmentation, and oriented bounding box models (OBB). +This guide will use an instance segmentation model, but it applies to object detection, instance segmentation, and oriented bounding box models (OBB) too. ## Loading a Dataset -Suppose you start with a dataset. Perhaps you found it on [Universe](https://universe.roboflow.com/); perhaps you [labeled your own](https://roboflow.com/how-to-label/yolo11). In either case, this guide assumes you have a dataset with labels in your [Roboflow Workspace](https://app.roboflow.com/). +Suppose you start with a dataset. Perhaps you found it on [Universe](https://universe.roboflow.com/); perhaps you [labeled your own](https://roboflow.com/how-to-label/yolo11). In either case, this guide assumes you know of a labelled dataset at hand. -Let's use the following libraries: +We'll use the following libraries: - `roboflow` to manage the dataset and deploy models - `inference` to run the models - `supervision` to evaluate the model results ```bash -pip install roboflow inference supervision +pip install roboflow supervision +pip install git+https://github.com/roboflow/inference.git@linas/allow-latest-rc-supervision ``` +!!! info + + We're updating `inference` at the moment. Please install it as shown above. + Here's how you can download a dataset: ```python @@ -45,23 +53,27 @@ project = rf.workspace("").project("") dataset = project.version().download("") ``` -In this guide, we shall use the [car part segmentation dataset](https://universe.roboflow.com/alpaco5-f3woi/part-autolabeld). +If your dataset is fromUniverse, go to `Dataset > Download Dataset > select the format (e.g. YOLOv11) > Show download code. + +If labeling your own data, go to the [dashboard](https://app.roboflow.com/) and check this [guide](https://docs.roboflow.com/api-reference/workspace-and-project-ids) to find your workspace and project IDs. + +In this guide, we shall use a small [Corgi v2](https://universe.roboflow.com/model-examples/segmented-animals-basic) dataset. It is well-labeled and comes with a test set. ```python from roboflow import Roboflow rf = Roboflow(api_key="") -project = rf.workspace("alpaco5-f3woi").project("part-autolabeld") -dataset = project.version(5).download("yolov11") +project = rf.workspace("fbamse1-gm2os").project("corgi-v2") +dataset = project.version(4).download("yolov11") ``` -This will create a folder called `part-autolabeld` with the dataset in the current working directory, with `train`, `test`, and `valid` folders and `data.yaml` file. +This will create a folder called `Corgi-v2-4` with the dataset in the current working directory, with `train`, `test`, and `valid` folders and a `data.yaml` file. ## Loading a Model -Let's load a single model, and see how to evaluate it. To evaluate another, simply return to this step. +Let's load a model. -=== "Pretrained Model" +=== "Inference, Local" Roboflow supports a range of state-of-the-art [pre-trained models](https://inference.roboflow.com/quickstart/aliases/) for object detection, instance segmentation, and pose tracking. You don't even need an API key! @@ -70,10 +82,10 @@ Let's load a single model, and see how to evaluate it. To evaluate another, simp ```python from inference import get_model - model = get_model(model_id="yolov11s-640") + model = get_model(model_id="yolov11s-seg-640") ``` -=== "Trained on Roboflow Platform" +=== "Inference, Deployed" You can train and deploy a model without leaving the Roboflow platform. See this [guide](https://docs.roboflow.com/train/train/train-from-scratch) for more details. @@ -86,54 +98,48 @@ Let's load a single model, and see how to evaluate it. To evaluate another, simp model = get_model(model_id=model_id) ``` -=== "Locally Trained Model" +=== "Ultralytics" - To train a model locally, we can use ultralytics. Run the following code in your terminal. Note that it applies to segmentation, but can also be used for object detection and oriented bounding box models, if you change `task` and `model` arguments. + Similarly to Inference, Ultralytics allows you to run a variety of models. ```bash pip install ultralytics - yolo task=segment mode=train model=yolo11s-seg.pt data=part-autolabeld/data.yaml epochs=10 imgsz=640 ``` - Once the model is trained, you can deploy it to Roboflow, making it available anywhere. - - Note: if using other model types, change to `-obb` or remove suffix in `model_type` and replace `segment` with `obb`or `detect`. Multiple runs also produce multiple folders such as `segment`, `segment1`, `segment2`, etc. - ```python - project.version(dataset.version).deploy( - model_type="yolov11-seg", model_path=f"runs/segment/train/weights/best.pt" - ) + from ultralytics import YOLO - from inference import get_model - model_id = project.id.split("/")[1] + "/" + dataset.version - model = get_model(model_id=model_id) + model = YOLO("yolo11s-seg.pt") ``` ## Benchmarking Basics -Evaluating your model requires careful selection of the dataset. Which images should you use?Let's go over the different subsets of a dataset. +Evaluating your model requires careful selection of the dataset. Which images should you use?Let's go over the different scenarios. -- **Training Set**: This is the set of images used to train the model. Since the model learns to maximize its accuracy on this set, it should **never** be used for validation - the results will seem unrealistically good. -- **Validation Set**: This is the set of images used to validate the model during training. Every Nth training epoch, the model is evaluated on the validation set. Often the training is stopped once the validation loss stops improving. Therefore, even while the images aren't used to train the model, it still influences the training outcome. +- **Unrelated Dataset**: If you have a dataset that was not used to train the model, this is the best choice. +- **Training Set**: This is the set of images used to train the model. This is fine if the model was not trained on this dataset. Otherwise, **never** use it for benchmarking - the results will seem unrealistically good. +- **Validation Set**: This is the set of images used to validate the model during training. Every Nth training epoch, the model is evaluated on the validation set. Often the training is stopped once the validation loss stops improving. Therefore, even while the images aren't used to train the model, it still indirectly influences the training outcome. - **Test Set**: This is the set of images kept aside for model testing. It is exactly the set you should use for benchmarking. If the dataset was split correctly, none of these images would be shown to the model during training. -Therefore, the `test` set is the best choice for benchmarking. +Therefore, an unrelated dataset or the `test` set is the best choice for benchmarking. Several other problems may arise: -- **Data Contamination**: It's possible that the dataset was not split correctly and some images from the test set were used during training. In this case, the results will be overly optimistic. It also covers the case where **very similar** images were used for training and testing - e.g. those taken in the same environment. -- **Missing Test Set**: Some datasets do not come with a test set. In this case, you should collect and [label](https://roboflow.com/annotate) your own data. Alternatively, a validation set could be used, but the results could be overly optimistic. Make sure to test in the real world asap. +- **Extra Classes**: An unrelated dataset may contain additional classes which you may need to [filter out](https://supervision.roboflow.com/how_to/filter_detections/#by-set-of-classes) before computing metrics. +- **Class Mismatch**: In an unrelated dataset, the class names or IDs may be different to what your model produces, you'll need to remap them, which is [shown in this guide](#running-a-model). +- **Data Contamination**: The `test` set may not be split correctly, with images from the test set also present in `training` or `validation` set and used during training. In this case, the results will be overly optimistic. This also applies when **very similar** images are used for training and testing - e.g. those taken in the same environment, same lighting conditions, similar angle, etc. +- **Missing Test Set**: Some datasets do not come with a test set. In this case, you should collect and [label](https://roboflow.com/annotate) your own data. Alternatively, a validation set could be used, but the results could be overly optimistic. Make sure to test in the real world as soon as possible. ## Running a Model -At this stage, we should have: +At this stage, you should have: -- A set of labeled images we'll use to evaluate the model. -- The model we wish to benchmark. +- A dataset of labeled images to evaluate the model. +- A model prepared for benchmarking. -Let's run the model and obtain the predictions. -We'll use `supervision` to iterate over the images. +With these ready, we can now run the model and obtain predictions. +We'll use `supervision` to create a dataset iterator, and then run the model on each image. -=== "Roboflow Inference" +=== "Inference" ```python import supervision as sv @@ -181,6 +187,103 @@ We'll use `supervision` to iterate over the images. targets_list.append(label) ``` +## Remapping classes + +Did you notice an issue in the above logic? +Since we're using an unrelated dataset, the class names and IDs may be different from what the model was trained on. + +We need to remap them to match the dataset classes. Here's how to do it: + +```python +def remap_classes( + detections: sv.Detections, + class_ids_from_to: dict[int, int], + class_names_from_to: dict[str, str] +) -> None: + new_class_ids = [ + class_ids_from_to.get(class_id, class_id) for class_id in detections.class_id] + detections.class_id = np.array(new_class_ids) + + new_class_names = [ + class_names_from_to.get(name, name) for name in detections["class_name"]] + predictions["class_name"] = np.array(new_class_names) +``` + +Let's also remove the predictions that are not in the dataset classes. + +=== "Inference" + + Dataset class names and IDs can be found in the `data.yaml` file, or by printing `dataset.classes`. + + ```python + import supervision as sv + + test_set = sv.DetectionDataset.from_yolo( + images_directory_path=f"{dataset.location}/test/images", + annotations_directory_path=f"{dataset.location}/test/labels", + data_yaml_path=f"{dataset.location}/data.yaml" + ) + + image_paths = [] + predictions_list = [] + targets_list = [] + + for image_path, image, label in test_set: + result = model.infer(image)[0] + predictions = sv.Detections.from_inference(result) + + remap_classes( + detections=predictions, + class_ids_from_to={16: 0}, + class_names_from_to={"dog": "Corgi"} + ) + predictions = predictions[ + np.isin(predictions["class_name"], test_set.classes) + ] + + image_paths.append(image_path) + predictions_list.append(predictions) + targets_list.append(label) + ``` + +=== "Ultralytics" + + Dataset class names and IDs can be found in the `data.yaml` file, or by printing `dataset.classes`. + + Each model will have a different class mapping, so make sure to check the model's documentation. In this case, the model was trained on the COCO dataset, with a class + configuration found [here](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/cfg/datasets/coco8.yaml). + + ```python + import supervision as sv + + test_set = sv.DetectionDataset.from_yolo( + images_directory_path=f"{dataset.location}/test/images", + annotations_directory_path=f"{dataset.location}/test/labels", + data_yaml_path=f"{dataset.location}/data.yaml" + ) + + image_paths = [] + predictions_list = [] + targets_list = [] + + for image_path, image, label in test_set: + result = model(image)[0] + predictions = sv.Detections.from_ultralytics(result) + + remap_classes( + detections=predictions, + class_ids_from_to={27: 0}, + class_names_from_to={"dog": "Corgi"} + ) + predictions = predictions[ + np.isin(predictions["class_name"], test_set.classes) + ] + + image_paths.append(image_path) + predictions_list.append(predictions) + targets_list.append(label) + ``` + ## Visualizing Predictions The first step in evaluating your model’s performance is to visualize its predictions. @@ -192,31 +295,31 @@ import supervision as sv N = 9 GRID_SIZE = (3, 3) -box_annotator_predictions = sv.BoxAnnotator(color=sv.Color.BLUE) -box_annotator_targets = sv.BoxAnnotator(color=sv.Color.GREEN) +target_annotator = sv.PolygonAnnotator(color=sv.Color.from_hex("#8315f9"), thickness=8) +prediction_annotator = sv.PolygonAnnotator(color=sv.Color.from_hex("#00cfc6"), thickness=6) + annotated_images = [] for image_path, predictions, targets in zip( image_paths[:N], predictions_list[:N], targets_list[:N] ): annotated_image = cv2.imread(image_path) - annotated_image = box_annotator_targets.annotate( - scene=annotated_image, detections=targets - ) - annotated_image = box_annotator_predictions.annotate( - scene=annotated_image, detections=predictions - ) + annotated_image = target_annotator.annotate(scene=annotated_image, detections=targets) + annotated_image = prediction_annotator.annotate(scene=annotated_image, detections=prediction) + annotated_images.append(annotated_image) sv.plot_images_grid(images=annotated_images, grid_size=GRID_SIZE) ``` - +Here, predictions in purple are targets (ground truth), and predictions in teal are model predictions. + +![Basic Model Comparison](https://media.roboflow.com/supervision/image-examples/how-to/benchmark-models/basic-model-comparison-corgi.png) !!! tip - Use `sv.MaskAnnotator` for segmentation and `sv.OrientedBoxAnnotator` for OBB. + Use `sv.BoxAnnotator` for object detection and `sv.OrientedBoxAnnotator` for OBB. - See [annotator documentation](https://supervision.roboflow.com/latest/detection/annotators/) for more details. + See [annotator documentation](https://supervision.roboflow.com/latest/detection/annotators/) for even more options. ## Benchmarking Metrics @@ -226,16 +329,16 @@ With multiple models, fine details matter. Visual inspection may not be enough. We'll start with [MeanAveragePrecision (mAP)](https://supervision.roboflow.com/latest/metrics/mean_average_precision/#supervision.metrics.mean_average_precision.MeanAveragePrecision), which is the most commonly used metric for object detection. It measures the average precision across all classes and IoU thresholds. -For a thorough explanation, check out our [blog](https://blog.roboflow.com/mean-average-precision/) or [Youtube video](https://www.youtube.com/watch?v=oqXDdxF_Wuw). +For a thorough explanation, check out our [blog](https://blog.roboflow.com/mean-average-precision/) and [Youtube video](https://www.youtube.com/watch?v=oqXDdxF_Wuw). -Here, the most important value is `mAP 50:95`. It represents the average precision across all classes and IoU thresholds (`0.5` to `0.95`), whereas other values such as `mAP 50` or `mAP 75` only consider a single IoU threshold (`0.5` and `0.75` respectively). +Here, the most popular value is `mAP 50:95`. It represents the average precision across all classes and IoU thresholds (`0.5` to `0.95`), whereas other values such as `mAP 50` or `mAP 75` only consider a single IoU threshold (`0.5` and `0.75` respectively). Let's compute the mAP: ```python -import supervision as sv +from supervision.metrics import MeanAveragePrecision, MetricTarget -map_metric = sv.metrics.MeanAveragePrecision() +map_metric = MeanAveragePrecision(metric_target=MetricTarget.MASKS) map_result = map_metric.update(predictions_list, targets_list).compute() ``` @@ -247,15 +350,15 @@ print(map_result) ``` MeanAveragePrecisionResult: -Metric target: MetricTarget.BOXES +Metric target: MetricTarget.MASKS Class agnostic: False -mAP @ 50:95: 0.4674 -mAP @ 50: 0.5048 -mAP @ 75: 0.4796 -mAP scores: [0.50485 0.50377 0.50377 ...] -IoU thresh: [0.5 0.55 0.6 ...] +mAP @ 50:95: 0.2409 +mAP @ 50: 0.3591 +mAP @ 75: 0.2915 +mAP scores: [0.35909 0.3468 0.34556 ...] +IoU thresh: [0.5 0.55 0.6 ...] AP per class: -0: [0.67699 0.67699 0.67699 ...] + 0: [0.35909 0.3468 0.34556 ...] ... Small objects: ... Medium objects: ... @@ -268,7 +371,7 @@ You can also plot the results: map_result.plot() ``` -![mAP Plot](https://media.roboflow.com/supervision-docs/metrics/mAP_plot_example.png) +![mAP Plot](https://media.roboflow.com/supervision/image-examples/how-to/benchmark-models/mAP-plot-corgi.png) The metric also breaks down the results by detected object area. Small, medium and large are simply those with area less than 32², between 32² and 96², and greater than 96² pixels respectively. @@ -279,9 +382,9 @@ The [F1 Score](https://supervision.roboflow.com/latest/metrics/f1_score/) is ano Here's how you can compute the F1 score: ```python -import supervision as sv +from supervision.metrics import F1Score, MetricTarget -f1_metric = sv.metrics.F1Score() +f1_metric = F1Score(metric_target=MetricTarget.MASKS) f1_result = f1_metric.update(predictions_list, targets_list).compute() ``` @@ -293,14 +396,14 @@ print(f1_result) ``` F1ScoreResult: -Metric target: MetricTarget.BOXES +Metric target: MetricTarget.MASKS Averaging method: AveragingMethod.WEIGHTED -F1 @ 50: 0.7618 -F1 @ 75: 0.7487 -F1 @ thresh: [0.76175 0.76068 0.76068] -IoU thresh: [0.5 0.55 0.6 ...] +F1 @ 50: 0.5341 +F1 @ 75: 0.4636 +F1 @ thresh: [0.53406 0.5278 0.52153 ...] +IoU thresh: [0.5 0.55 0.6 ...] F1 per class: -0: [0.70968 0.70968 0.70968 ...] + 0: [0.53406 0.5278 0.52153 ...] ... Small objects: ... Medium objects: ... @@ -313,7 +416,7 @@ Similarly, you can plot the results: f1_result.plot() ``` -![F1 Plot](https://media.roboflow.com/supervision-docs/metrics/f1_plot_example.png) +![F1 Plot](https://media.roboflow.com/supervision/image-examples/how-to/benchmark-models/f1-score-corgi.png) As with mAP, the metric also breaks down the results by detected object area. Small, medium and large are simply those with area less than 32², between 32² and 96², and greater than 96² pixels respectively. From 853cbc428f19be16a2d2ee4de36a2121f8758b9b Mon Sep 17 00:00:00 2001 From: LinasKo Date: Fri, 29 Nov 2024 18:38:18 +0200 Subject: [PATCH 32/75] How to Benchmark: typos, images, Colab, correct class remap --- docs/how_to/benchmark_a_model.md | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/docs/how_to/benchmark_a_model.md b/docs/how_to/benchmark_a_model.md index 1fc59245d..ab9b6a13a 100644 --- a/docs/how_to/benchmark_a_model.md +++ b/docs/how_to/benchmark_a_model.md @@ -3,9 +3,9 @@ comments: true status: new --- -# Benchmark a Model +![Corgi Example](https://media.roboflow.com/supervision/image-examples/how-to/benchmark-models/corgi-sorted-2.png) -## Overview +# Benchmark a Model Have you ever trained multiple detection models and wondered which one performs best on your specific use case? Or maybe you've downloaded a pre-trained model and want to verify its performance on your dataset? Model benchmarking is essential for making informed decisions about which model to deploy in production. @@ -24,6 +24,8 @@ This guide will show an easy way to benchmark your results using `supervision`. This guide will use an instance segmentation model, but it applies to object detection, instance segmentation, and oriented bounding box models (OBB) too. +A condensed version of this guide is available as a [Colab Notebook](https://colab.research.google.com/drive/1HoOY9pZoVwGiRMmLHtir0qT6Uj45w6Ps?usp=sharing). + ## Loading a Dataset Suppose you start with a dataset. Perhaps you found it on [Universe](https://universe.roboflow.com/); perhaps you [labeled your own](https://roboflow.com/how-to-label/yolo11). In either case, this guide assumes you know of a labelled dataset at hand. @@ -53,7 +55,7 @@ project = rf.workspace("").project("") dataset = project.version().download("") ``` -If your dataset is fromUniverse, go to `Dataset > Download Dataset > select the format (e.g. YOLOv11) > Show download code. +If your dataset is from Universe, go to `Dataset` > `Download Dataset` > select the format (e.g. `YOLOv11`) > `Show download code`. If labeling your own data, go to the [dashboard](https://app.roboflow.com/) and check this [guide](https://docs.roboflow.com/api-reference/workspace-and-project-ids) to find your workspace and project IDs. @@ -272,7 +274,7 @@ Let's also remove the predictions that are not in the dataset classes. remap_classes( detections=predictions, - class_ids_from_to={27: 0}, + class_ids_from_to={16: 0}, class_names_from_to={"dog": "Corgi"} ) predictions = predictions[ @@ -432,6 +434,8 @@ Even better, the repository is open source! You can see how the models were benc In this guide, you've learned how to set up your environment, train or use pre-trained models, visualize predictions, and evaluate model performance with metrics like [mAP](https://supervision.roboflow.com/latest/metrics/mean_average_precision/), [F1 score](https://supervision.roboflow.com/latest/metrics/f1_score/), and got to know our Model Leaderboard. +A condensed version of this guide is also available as a [Colab Notebook](https://colab.research.google.com/drive/1HoOY9pZoVwGiRMmLHtir0qT6Uj45w6Ps?usp=sharing). + For more details, be sure to check out our [documentation](https://supervision.roboflow.com/latest/) and join our community discussions. If you find any issues, please let us know on [GitHub](https://github.com/roboflow/supervision/issues). Best of luck with your benchmarking! From 228b4cff0ca7013307f18a0a27004ac9b1d2195b Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Fri, 29 Nov 2024 19:51:39 +0300 Subject: [PATCH 33/75] =?UTF-8?q?docs:=20=F0=9F=93=9D=20extend=20supervisi?= =?UTF-8?q?on=20installation=20methods?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Signed-off-by: Onuralp SEZER --- docs/index.md | 42 ++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 40 insertions(+), 2 deletions(-) diff --git a/docs/index.md b/docs/index.md index b78ce6c5f..6ba074865 100644 --- a/docs/index.md +++ b/docs/index.md @@ -33,8 +33,9 @@ We write your reusable computer vision tools. Whether you need to load your data You can install `supervision` in a [**Python>=3.8**](https://www.python.org/) environment. -!!! example "pip install (recommended)" - === "pip" +!!! example "Installation" + + === "pip (recommended)" [![version](https://badge.fury.io/py/supervision.svg)](https://badge.fury.io/py/supervision) [![downloads](https://img.shields.io/pypi/dm/supervision)](https://pypistats.org/packages/supervision) [![license](https://img.shields.io/pypi/l/supervision)](https://github.com/roboflow/supervision/blob/main/LICENSE.md) @@ -44,6 +45,43 @@ You can install `supervision` in a pip install supervision ``` + === "poetry" + [![version](https://badge.fury.io/py/supervision.svg)](https://badge.fury.io/py/supervision) + [![downloads](https://img.shields.io/pypi/dm/supervision)](https://pypistats.org/packages/supervision) + [![license](https://img.shields.io/pypi/l/supervision)](https://github.com/roboflow/supervision/blob/main/LICENSE.md) + [![python-version](https://img.shields.io/pypi/pyversions/supervision)](https://badge.fury.io/py/supervision) + + ```bash + poetry add supervision + ``` + + === "uv" + [![version](https://badge.fury.io/py/supervision.svg)](https://badge.fury.io/py/supervision) + [![downloads](https://img.shields.io/pypi/dm/supervision)](https://pypistats.org/packages/supervision) + [![license](https://img.shields.io/pypi/l/supervision)](https://github.com/roboflow/supervision/blob/main/LICENSE.md) + [![python-version](https://img.shields.io/pypi/pyversions/supervision)](https://badge.fury.io/py/supervision) + + ```bash + uv pip install supervision + ``` + + For uv projects: + + ```bash + uv add supervision + ``` + + === "rye" + [![version](https://badge.fury.io/py/supervision.svg)](https://badge.fury.io/py/supervision) + [![downloads](https://img.shields.io/pypi/dm/supervision)](https://pypistats.org/packages/supervision) + [![license](https://img.shields.io/pypi/l/supervision)](https://github.com/roboflow/supervision/blob/main/LICENSE.md) + [![python-version](https://img.shields.io/pypi/pyversions/supervision)](https://badge.fury.io/py/supervision) + + ```bash + rye add supervision + ``` + + !!! example "conda/mamba install" === "conda" [![conda-recipe](https://img.shields.io/badge/recipe-supervision-green.svg)](https://anaconda.org/conda-forge/supervision) [![conda-downloads](https://img.shields.io/conda/dn/conda-forge/supervision.svg)](https://anaconda.org/conda-forge/supervision) [![conda-version](https://img.shields.io/conda/vn/conda-forge/supervision.svg)](https://anaconda.org/conda-forge/supervision) [![conda-platforms](https://img.shields.io/conda/pn/conda-forge/supervision.svg)](https://anaconda.org/conda-forge/supervision) From 28fa054fdcd84587d2c37ad8f893f98a489731b7 Mon Sep 17 00:00:00 2001 From: Soham Date: Sat, 30 Nov 2024 13:56:18 +0530 Subject: [PATCH 34/75] fix: is_empty check for filtering --- supervision/detection/core.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/supervision/detection/core.py b/supervision/detection/core.py index 74c663a89..e4320a165 100644 --- a/supervision/detection/core.py +++ b/supervision/detection/core.py @@ -1203,6 +1203,8 @@ def __getitem__( return self.data.get(index) if isinstance(index, int): index = [index] + if self.is_empty(): + return Detections.empty() return Detections( xyxy=self.xyxy[index], mask=self.mask[index] if self.mask is not None else None, From d229d2b069d053c606960eeab58a4e68b1525169 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Dec 2024 01:07:27 +0000 Subject: [PATCH 35/75] :arrow_up: Bump ruff from 0.8.0 to 0.8.1 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.8.0 to 0.8.1. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.8.0...0.8.1) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... 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[Release notes](https://github.com/pypa/twine/releases) - [Changelog](https://github.com/pypa/twine/blob/main/docs/changelog.rst) - [Commits](https://github.com/pypa/twine/compare/v5.1.1...6.0.1) --- updated-dependencies: - dependency-name: twine dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] --- poetry.lock | 18 +++++++++++------- pyproject.toml | 2 +- 2 files changed, 12 insertions(+), 8 deletions(-) diff --git a/poetry.lock b/poetry.lock index 7a9065e9d..e3385bc03 100644 --- a/poetry.lock +++ b/poetry.lock @@ -4493,19 +4493,20 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0, [[package]] name = "twine" -version = "5.1.1" +version = "6.0.1" description = "Collection of utilities for publishing packages on PyPI" optional = false python-versions = ">=3.8" files = [ - {file = "twine-5.1.1-py3-none-any.whl", hash = "sha256:215dbe7b4b94c2c50a7315c0275d2258399280fbb7d04182c7e55e24b5f93997"}, - {file = "twine-5.1.1.tar.gz", hash = "sha256:9aa0825139c02b3434d913545c7b847a21c835e11597f5255842d457da2322db"}, + {file = "twine-6.0.1-py3-none-any.whl", hash = "sha256:9c6025b203b51521d53e200f4a08b116dee7500a38591668c6a6033117bdc218"}, + {file = "twine-6.0.1.tar.gz", hash = "sha256:36158b09df5406e1c9c1fb8edb24fc2be387709443e7376689b938531582ee27"}, ] [package.dependencies] -importlib-metadata = ">=3.6" -keyring = ">=15.1" -pkginfo = ">=1.8.1,<1.11" +importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""} +keyring = {version = ">=15.1", markers = "platform_machine != \"ppc64le\" and platform_machine != \"s390x\""} +packaging = "*" +pkginfo = ">=1.8.1" readme-renderer = ">=35.0" requests = ">=2.20" requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0" @@ -4513,6 +4514,9 @@ rfc3986 = ">=1.4.0" rich = ">=12.0.0" urllib3 = ">=1.26.0" +[package.extras] +keyring = ["keyring (>=15.1)"] + [[package]] name = "types-cffi" version = "1.16.0.20240331" @@ -4836,4 +4840,4 @@ metrics = ["pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "4b1374cb6ea9100c5bed238a30153051ae9946a23c8c93e0abe1e80a29bb6860" +content-hash = "59d4b27ceced6305239faf417ad95293fe8fff2901b86b223447aecc31a8df45" diff --git a/pyproject.toml b/pyproject.toml index b7e9c6b8d..2d34bfa39 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -83,7 +83,7 @@ opencv-python = ">=4.5.5.64" metrics = ["pandas"] [tool.poetry.group.dev.dependencies] -twine = "^5.1.1" +twine = ">=5.1.1,<7.0.0" pytest = ">=7.2.2,<9.0.0" wheel = ">=0.40,<0.46" build = ">=0.10,<1.3" From 816a990083014cb32111c7166f973490d840c94b Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 2 Dec 2024 01:12:05 +0000 Subject: [PATCH 37/75] :arrow_up: Bump mkdocs-material from 9.5.46 to 9.5.47 Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 9.5.46 to 9.5.47. - [Release notes](https://github.com/squidfunk/mkdocs-material/releases) - [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG) - [Commits](https://github.com/squidfunk/mkdocs-material/compare/9.5.46...9.5.47) --- updated-dependencies: - dependency-name: mkdocs-material dependency-type: direct:development update-type: version-update:semver-patch ... 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{file = "pkginfo-1.10.0-py3-none-any.whl", hash = "sha256:889a6da2ed7ffc58ab5b900d888ddce90bce912f2d2de1dc1c26f4cb9fe65097"}, - {file = "pkginfo-1.10.0.tar.gz", hash = "sha256:5df73835398d10db79f8eecd5cd86b1f6d29317589ea70796994d49399af6297"}, + {file = "pkginfo-1.11.2-py3-none-any.whl", hash = "sha256:9ec518eefccd159de7ed45386a6bb4c6ca5fa2cb3bd9b71154fae44f6f1b36a3"}, + {file = "pkginfo-1.11.2.tar.gz", hash = "sha256:c6bc916b8298d159e31f2c216e35ee5b86da7da18874f879798d0a1983537c86"}, ] [package.extras] @@ -5042,8 +5047,4 @@ metrics = ["pandas", "pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -<<<<<<< HEAD -content-hash = "0ddc88a3a3dd4e000b356a8743cfb95e6a8796f7546c4dc9a52a8fd51bab31bc" -======= -content-hash = "59d4b27ceced6305239faf417ad95293fe8fff2901b86b223447aecc31a8df45" ->>>>>>> develop +content-hash = "6d745f512b187236f021aa37a9350d8d330baf2eeddf905ed3116ed7e5b67811" From fac1581fcd5e80614ed663df8816f555a74bbed6 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Mon, 2 Dec 2024 16:38:59 +0200 Subject: [PATCH 40/75] from_inference now supports roboflow results without json() --- supervision/detection/core.py | 5 +++-- supervision/keypoint/core.py | 6 +++--- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/supervision/detection/core.py b/supervision/detection/core.py index 74c663a89..8c893eeb2 100644 --- a/supervision/detection/core.py +++ b/supervision/detection/core.py @@ -1,6 +1,5 @@ from __future__ import annotations -from contextlib import suppress from dataclasses import dataclass, field from typing import Any, Dict, Iterator, List, Optional, Tuple, Union @@ -606,8 +605,10 @@ def from_inference(cls, roboflow_result: Union[dict, Any]) -> Detections: detections = sv.Detections.from_inference(result) ``` """ - with suppress(AttributeError): + if hasattr(roboflow_result, "dict"): roboflow_result = roboflow_result.dict(exclude_none=True, by_alias=True) + elif hasattr(roboflow_result, "json"): + roboflow_result = roboflow_result.json() xyxy, confidence, class_id, masks, trackers, data = process_roboflow_result( roboflow_result=roboflow_result ) diff --git a/supervision/keypoint/core.py b/supervision/keypoint/core.py index 4b8e9d55b..945524156 100644 --- a/supervision/keypoint/core.py +++ b/supervision/keypoint/core.py @@ -1,6 +1,5 @@ from __future__ import annotations -from contextlib import suppress from dataclasses import dataclass, field from typing import Any, Dict, Iterable, Iterator, List, Optional, Tuple, Union @@ -204,9 +203,10 @@ def from_inference(cls, inference_result: Union[dict, Any]) -> KeyPoints: "You can retrieve it like so: inference_result = model.infer(image)[0]" ) - with suppress(AttributeError): + if hasattr(inference_result, "dict"): inference_result = inference_result.dict(exclude_none=True, by_alias=True) - + elif hasattr(inference_result, "json"): + inference_result = inference_result.json() if not inference_result.get("predictions"): return cls.empty() From 348069fb07f73359f9784a7752223a83b7b63ebe Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 2 Dec 2024 18:00:40 +0000 Subject: [PATCH 41/75] =?UTF-8?q?chore(pre=5Fcommit):=20=E2=AC=86=20pre=5F?= =?UTF-8?q?commit=20autoupdate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/PyCQA/bandit: 1.7.10 → 1.8.0](https://github.com/PyCQA/bandit/compare/1.7.10...1.8.0) - [github.com/astral-sh/ruff-pre-commit: v0.8.0 → v0.8.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.0...v0.8.1) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 72fc1a1f0..d9b77aafe 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -25,14 +25,14 @@ repos: - id: mixed-line-ending - repo: https://github.com/PyCQA/bandit - rev: '1.7.10' + rev: '1.8.0' hooks: - id: bandit args: ["-c", "pyproject.toml"] additional_dependencies: ["bandit[toml]"] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.8.0 + rev: v0.8.1 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] From a4dfcacbfd87f0909d63df4f938cd69e2db0eaff Mon Sep 17 00:00:00 2001 From: LinasKo Date: Tue, 3 Dec 2024 13:12:14 +0200 Subject: [PATCH 42/75] detections __getitem__: earlier check for empty detections --- supervision/detection/core.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/supervision/detection/core.py b/supervision/detection/core.py index e4320a165..14f4c0ef8 100644 --- a/supervision/detection/core.py +++ b/supervision/detection/core.py @@ -1201,10 +1201,10 @@ def __getitem__( """ if isinstance(index, str): return self.data.get(index) - if isinstance(index, int): - index = [index] if self.is_empty(): return Detections.empty() + if isinstance(index, int): + index = [index] return Detections( xyxy=self.xyxy[index], mask=self.mask[index] if self.mask is not None else None, From 37eadfe3059cb8d37b0ad25fb91462ef3e7469ef Mon Sep 17 00:00:00 2001 From: Soham Date: Tue, 3 Dec 2024 19:24:41 +0530 Subject: [PATCH 43/75] test: empty detection check in getitem --- test/detection/test_core.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/test/detection/test_core.py b/test/detection/test_core.py index 61796bef2..402d9ef1c 100644 --- a/test/detection/test_core.py +++ b/test/detection/test_core.py @@ -223,6 +223,12 @@ None, pytest.raises(IndexError), ), + ( + Detections.empty(), + np.isin(Detections.empty()["class_name"], [0, 1, 2]), + Detections.empty(), + DoesNotRaise(), + ), ], ) def test_getitem( From 7141f11c0b2a738fb24f0c99d044df55c34df63a Mon Sep 17 00:00:00 2001 From: LinasKo Date: Wed, 4 Dec 2024 12:13:33 +0200 Subject: [PATCH 44/75] detections __getitem__ test: minor class name correction --- test/detection/test_core.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/test/detection/test_core.py b/test/detection/test_core.py index 402d9ef1c..dfa784fcb 100644 --- a/test/detection/test_core.py +++ b/test/detection/test_core.py @@ -225,10 +225,10 @@ ), ( Detections.empty(), - np.isin(Detections.empty()["class_name"], [0, 1, 2]), + np.isin(Detections.empty()["class_name"], ["cat", "dog"]), Detections.empty(), DoesNotRaise(), - ), + ), # Filter an empty detections by specific class names ], ) def test_getitem( From f3d27d838175135474156543acd1e95a83579434 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Thu, 5 Dec 2024 17:23:05 +0200 Subject: [PATCH 45/75] Cap ultralytics version --- demo.ipynb | 2 +- docs/how_to/benchmark_a_model.md | 2 +- docs/notebooks/count-objects-crossing-the-line.ipynb | 2 +- docs/notebooks/quickstart.ipynb | 2 +- examples/count_people_in_zone/requirements.txt | 2 +- examples/heatmap_and_track/requirements.txt | 2 +- examples/time_in_zone/requirements.txt | 2 +- examples/tracking/requirements.txt | 2 +- examples/traffic_analysis/requirements.txt | 2 +- 9 files changed, 9 insertions(+), 9 deletions(-) diff --git a/demo.ipynb b/demo.ipynb index 3b8cf2dc1..453c8014a 100644 --- a/demo.ipynb +++ b/demo.ipynb @@ -353,7 +353,7 @@ }, "outputs": [], "source": [ - "!pip install -q ultralytics" + "!pip install -q \"ultralytics<=8.3.40\"" ] }, { diff --git a/docs/how_to/benchmark_a_model.md b/docs/how_to/benchmark_a_model.md index ab9b6a13a..bf23ee089 100644 --- a/docs/how_to/benchmark_a_model.md +++ b/docs/how_to/benchmark_a_model.md @@ -105,7 +105,7 @@ Let's load a model. Similarly to Inference, Ultralytics allows you to run a variety of models. ```bash - pip install ultralytics + pip install "ultralytics<=8.3.40" ``` ```python diff --git a/docs/notebooks/count-objects-crossing-the-line.ipynb b/docs/notebooks/count-objects-crossing-the-line.ipynb index a26d8c00f..043bb17a0 100644 --- a/docs/notebooks/count-objects-crossing-the-line.ipynb +++ b/docs/notebooks/count-objects-crossing-the-line.ipynb @@ -130,7 +130,7 @@ }, "outputs": [], "source": [ - "!pip install -q ultralytics supervision==0.18.0" + "!pip install -q \"ultralytics<=8.3.40\" \"supervision==0.18.0\"" ] }, { diff --git a/docs/notebooks/quickstart.ipynb b/docs/notebooks/quickstart.ipynb index 325dd6bc4..f760f63d1 100644 --- a/docs/notebooks/quickstart.ipynb +++ b/docs/notebooks/quickstart.ipynb @@ -300,7 +300,7 @@ }, "outputs": [], "source": [ - "!pip install -q ultralytics" + "!pip install -q \"ultralytics<=8.3.40\"" ] }, { diff --git a/examples/count_people_in_zone/requirements.txt b/examples/count_people_in_zone/requirements.txt index 1cd58655d..e07ecb06c 100644 --- a/examples/count_people_in_zone/requirements.txt +++ b/examples/count_people_in_zone/requirements.txt @@ -2,4 +2,4 @@ gdown inference==0.9.17 supervision>=0.20.0 tqdm -ultralytics +ultralytics<=8.3.40 diff --git a/examples/heatmap_and_track/requirements.txt b/examples/heatmap_and_track/requirements.txt index 27e5e57a8..dcf7f53fa 100644 --- a/examples/heatmap_and_track/requirements.txt +++ b/examples/heatmap_and_track/requirements.txt @@ -1,2 +1,2 @@ supervision[assets]==0.19.0 -ultralytics +ultralytics<=8.3.40 diff --git a/examples/time_in_zone/requirements.txt b/examples/time_in_zone/requirements.txt index 6154c3ebf..58e3b78d8 100644 --- a/examples/time_in_zone/requirements.txt +++ b/examples/time_in_zone/requirements.txt @@ -1,5 +1,5 @@ opencv-python supervision>=0.20.0 -ultralytics +ultralytics<=8.3.40 inference==0.9.17 pytube diff --git a/examples/tracking/requirements.txt b/examples/tracking/requirements.txt index a45d9291b..f31453c46 100644 --- a/examples/tracking/requirements.txt +++ b/examples/tracking/requirements.txt @@ -1,4 +1,4 @@ inference==0.9.17 supervision==0.19.0 tqdm -ultralytics +ultralytics<=8.3.40 diff --git a/examples/traffic_analysis/requirements.txt b/examples/traffic_analysis/requirements.txt index 1cd58655d..e07ecb06c 100644 --- a/examples/traffic_analysis/requirements.txt +++ b/examples/traffic_analysis/requirements.txt @@ -2,4 +2,4 @@ gdown inference==0.9.17 supervision>=0.20.0 tqdm -ultralytics +ultralytics<=8.3.40 From 37943b2d6f7454303f8a563ec0feafdb55271824 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 6 Dec 2024 01:11:02 +0000 Subject: [PATCH 46/75] :arrow_up: Bump notebook from 7.2.2 to 7.3.1 Bumps [notebook](https://github.com/jupyter/notebook) from 7.2.2 to 7.3.1. - [Release notes](https://github.com/jupyter/notebook/releases) - [Changelog](https://github.com/jupyter/notebook/blob/main/CHANGELOG.md) - [Commits](https://github.com/jupyter/notebook/compare/@jupyter-notebook/tree@7.2.2...@jupyter-notebook/tree@7.3.1) --- updated-dependencies: - dependency-name: notebook dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] --- poetry.lock | 48 ++++++++++++++---------------------------------- 1 file changed, 14 insertions(+), 34 deletions(-) diff --git a/poetry.lock b/poetry.lock index 780a70765..2c3e473f0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "anyio" @@ -1751,18 +1751,18 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (> [[package]] name = "jupyterlab" -version = "4.2.6" +version = "4.3.2" description = "JupyterLab computational environment" optional = false python-versions = ">=3.8" files = [ - {file = "jupyterlab-4.2.6-py3-none-any.whl", hash = "sha256:78dd42cae5b460f377624b03966a8730e3b0692102ddf5933a2a3730c1bc0a20"}, - {file = "jupyterlab-4.2.6.tar.gz", hash = "sha256:625f3ac19da91f9706baf66df25723b2f1307c1159fc7293035b066786d62a4a"}, + {file = "jupyterlab-4.3.2-py3-none-any.whl", hash = "sha256:e87100cbab8b886ff7a4f325c856100ba6fdfe916162a85409daf0e707e19d1d"}, + {file = "jupyterlab-4.3.2.tar.gz", hash = "sha256:3c0a6882dbddcc0a7bfdd5e2236f351b2b263e48780236e6996c2aca13ac5b22"}, ] [package.dependencies] async-lru = ">=1.0.0" -httpx = ">=0.25.0" +httpx = ">=0.28.0,<0.29.0" importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""} importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""} ipykernel = ">=6.5.0" @@ -1773,15 +1773,15 @@ jupyter-server = ">=2.4.0,<3" jupyterlab-server = ">=2.27.1,<3" notebook-shim = ">=0.2" packaging = "*" -setuptools = ">=40.1.0" +setuptools = ">=40.8.0" tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""} tornado = ">=6.2.0" traitlets = "*" [package.extras] -dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.3.5)"] -docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"] -docs-screenshots = ["altair (==5.3.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.2)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.1.post2)", "matplotlib (==3.8.3)", "nbconvert (>=7.0.0)", "pandas (==2.2.1)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"] +dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.6.9)"] +docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.1.0)", "sphinx-copybutton"] +docs-screenshots = ["altair (==5.4.1)", "ipython (==8.16.1)", "ipywidgets (==8.1.5)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.2.post3)", "matplotlib (==3.9.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.3)", "scipy (==1.14.1)", "vega-datasets (==0.9.0)"] test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"] upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"] @@ -2770,18 +2770,18 @@ files = [ [[package]] name = "notebook" -version = "7.2.2" +version = "7.3.1" description = "Jupyter Notebook - A web-based notebook environment for interactive computing" optional = false python-versions = ">=3.8" files = [ - {file = "notebook-7.2.2-py3-none-any.whl", hash = "sha256:c89264081f671bc02eec0ed470a627ed791b9156cad9285226b31611d3e9fe1c"}, - {file = "notebook-7.2.2.tar.gz", hash = "sha256:2ef07d4220421623ad3fe88118d687bc0450055570cdd160814a59cf3a1c516e"}, + {file = "notebook-7.3.1-py3-none-any.whl", hash = "sha256:212e1486b2230fe22279043f33c7db5cf9a01d29feb063a85cb139747b7c9483"}, + {file = "notebook-7.3.1.tar.gz", hash = "sha256:84381c2a82d867517fd25b86e986dae1fe113a70b98f03edff9b94e499fec8fa"}, ] [package.dependencies] jupyter-server = ">=2.4.0,<3" -jupyterlab = ">=4.2.0,<4.3" +jupyterlab = ">=4.3.2,<4.4" jupyterlab-server = ">=2.27.1,<3" notebook-shim = ">=0.2,<0.3" tornado = ">=6.2.0" @@ -2962,34 +2962,14 @@ files = [ {file = "opencv_python-4.8.1.78-cp37-abi3-win_amd64.whl", hash = "sha256:b983197f97cfa6fcb74e1da1802c7497a6f94ed561aba6980f1f33123f904956"}, ] -[package.dependencies] -numpy = {version = ">=1.23.5", markers = "python_version >= \"3.11\""} - -[[package]] -name = "opencv-python" -version = "4.10.0.84" -description = "Wrapper package for OpenCV python bindings." -optional = false -python-versions = ">=3.6" -files = [ - {file = "opencv-python-4.10.0.84.tar.gz", hash = "sha256:72d234e4582e9658ffea8e9cae5b63d488ad06994ef12d81dc303b17472f3526"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc182f8f4cda51b45f01c64e4cbedfc2f00aff799debebc305d8d0210c43f251"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_12_0_x86_64.whl", hash = "sha256:71e575744f1d23f79741450254660442785f45a0797212852ee5199ef12eed98"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09a332b50488e2dda866a6c5573ee192fe3583239fb26ff2f7f9ceb0bc119ea6"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ace140fc6d647fbe1c692bcb2abce768973491222c067c131d80957c595b71f"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-win32.whl", hash = "sha256:2db02bb7e50b703f0a2d50c50ced72e95c574e1e5a0bb35a8a86d0b35c98c236"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-win_amd64.whl", hash = "sha256:32dbbd94c26f611dc5cc6979e6b7aa1f55a64d6b463cc1dcd3c95505a63e48fe"}, -] - [package.dependencies] numpy = [ {version = ">=1.21.0", markers = "python_version <= \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\" and python_version >= \"3.8\""}, {version = ">=1.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"aarch64\" and python_version >= \"3.8\" and python_version < \"3.10\" or python_version > \"3.9\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_system != \"Darwin\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_machine != \"arm64\" and python_version < \"3.10\""}, {version = ">=1.17.3", markers = "(platform_system != \"Darwin\" and platform_system != \"Linux\") and python_version >= \"3.8\" and python_version < \"3.9\" or platform_system != \"Darwin\" and python_version >= \"3.8\" and python_version < \"3.9\" and platform_machine != \"aarch64\" or platform_machine != \"arm64\" and python_version >= \"3.8\" and python_version < \"3.9\" and platform_system != \"Linux\" or (platform_machine != \"arm64\" and platform_machine != \"aarch64\") and python_version >= \"3.8\" and python_version < \"3.9\""}, - {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, + {version = ">=1.23.5", markers = "python_version >= \"3.11\""}, {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""}, {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""}, - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] [[package]] From 4c88e03b6c503143ee11a0e2e1bb924f861f36bd Mon Sep 17 00:00:00 2001 From: LinasKo Date: Fri, 6 Dec 2024 17:00:51 +0200 Subject: [PATCH 47/75] Add xyxy_to_polygons, ComparisonAnnotator --- supervision/__init__.py | 4 + supervision/annotators/core.py | 251 ++++++++++++++++++++++++++++++++- supervision/detection/utils.py | 19 +++ 3 files changed, 271 insertions(+), 3 deletions(-) diff --git a/supervision/__init__.py b/supervision/__init__.py index e2ed4bb75..2b2a0082d 100644 --- a/supervision/__init__.py +++ b/supervision/__init__.py @@ -14,6 +14,7 @@ BoxCornerAnnotator, CircleAnnotator, ColorAnnotator, + ComparisonAnnotator, CropAnnotator, DotAnnotator, EllipseAnnotator, @@ -76,6 +77,7 @@ scale_boxes, xcycwh_to_xyxy, xywh_to_xyxy, + xyxy_to_polygons, ) from supervision.draw.color import Color, ColorPalette from supervision.draw.utils import ( @@ -136,6 +138,7 @@ "ColorAnnotator", "ColorLookup", "ColorPalette", + "ComparisonAnnotator", "ConfusionMatrix", "CropAnnotator", "DetectionDataset", @@ -222,4 +225,5 @@ "scale_image", "xcycwh_to_xyxy", "xywh_to_xyxy", + "xyxy_to_polygons", ] diff --git a/supervision/annotators/core.py b/supervision/annotators/core.py index 02ab47d6f..902a573b2 100644 --- a/supervision/annotators/core.py +++ b/supervision/annotators/core.py @@ -16,10 +16,16 @@ ) from supervision.config import CLASS_NAME_DATA_FIELD, ORIENTED_BOX_COORDINATES from supervision.detection.core import Detections -from supervision.detection.utils import clip_boxes, mask_to_polygons, spread_out_boxes +from supervision.detection.utils import ( + clip_boxes, + mask_to_polygons, + polygon_to_mask, + spread_out_boxes, + xyxy_to_polygons, +) from supervision.draw.color import Color, ColorPalette -from supervision.draw.utils import draw_polygon -from supervision.geometry.core import Position +from supervision.draw.utils import draw_polygon, draw_rounded_rectangle, draw_text +from supervision.geometry.core import Point, Position, Rect from supervision.utils.conversion import ( ensure_cv2_image_for_annotation, ensure_pil_image_for_annotation, @@ -2683,3 +2689,242 @@ def annotate(self, scene: ImageType, detections: Detections) -> ImageType: np.copyto(scene, colored_mask) return scene + + +class ComparisonAnnotator: + """ + Highlights the differences between two sets of detections. + Useful for comparing results from two different models, or the difference + between a ground truth and a prediction. + + If present, uses the oriented bounding box data. + Otherwise, if present, uses a mask. + Otherwise, uses the bounding box data. + """ + + def __init__( + self, + color_1: Color = Color.RED, + color_2: Color = Color.GREEN, + color_overlap: Color = Color.BLUE, + *, + opacity: float = 0.75, + label_1: str = "", + label_2: str = "", + label_overlap: str = "", + label_scale: float = 1.0, + ): + """ + Args: + color_1 (Color): Color of areas only present in the first set of + detections. + color_2 (Color): Color of areas only present in the second set of + detections. + color_overlap (Color): Color of areas present in both sets of detections. + opacity (float): Annotator opacity, from `0` to `1`. + label_1 (str): Label for the first set of detections. + label_2 (str): Label for the second set of detections. + label_overlap (str): Label for areas present in both sets of detections. + label_scale (float): Controls how large the labels are. + """ + + self.color_1 = color_1 + self.color_2 = color_2 + self.color_overlap = color_overlap + + self.opacity = opacity + self.label_1 = label_1 + self.label_2 = label_2 + self.label_overlap = label_overlap + self.label_scale = label_scale + self.text_thickness = int(self.label_scale + 1.2) + + @ensure_cv2_image_for_annotation + def annotate( + self, scene: ImageType, detections_1: Detections, detections_2: Detections + ) -> ImageType: + """ + Highlights the differences between two sets of detections. + + Args: + scene (ImageType): The image where detections will be drawn. + `ImageType` is a flexible type, accepting either `numpy.ndarray` + or `PIL.Image.Image`. + detections_1 (Detections): The first set of detections or predictions. + detections_2 (Detections): The second set of detections to compare or + ground truth. + + Returns: + The annotated image. + """ + assert isinstance(scene, np.ndarray) + if detections_1.is_empty() and detections_2.is_empty(): + return scene + + use_obb = self._use_obb(detections_1, detections_2) + use_mask = self._use_mask(detections_1, detections_2) + + if use_obb: + mask_1 = self._mask_from_obb(scene, detections_1) + mask_2 = self._mask_from_obb(scene, detections_2) + + elif use_mask: + mask_1 = self._mask_from_mask(scene, detections_1) + mask_2 = self._mask_from_mask(scene, detections_2) + + else: + mask_1 = self._mask_from_xyxy(scene, detections_1) + mask_2 = self._mask_from_xyxy(scene, detections_2) + + mask_overlap = mask_1 & mask_2 + mask_1 = mask_1 & ~mask_overlap + mask_2 = mask_2 & ~mask_overlap + + color_layer = np.zeros_like(scene, dtype=np.uint8) + color_layer[mask_overlap] = self.color_overlap.as_bgr() + color_layer[mask_1] = self.color_1.as_bgr() + color_layer[mask_2] = self.color_2.as_bgr() + + scene[mask_overlap] = (1 - self.opacity) * scene[ + mask_overlap + ] + self.opacity * color_layer[mask_overlap] + scene[mask_1] = (1 - self.opacity) * scene[mask_1] + self.opacity * color_layer[ + mask_1 + ] + scene[mask_2] = (1 - self.opacity) * scene[mask_2] + self.opacity * color_layer[ + mask_2 + ] + + self._draw_labels(scene) + + return scene + + @staticmethod + def _use_obb(detections_1: Detections, detections_2: Detections) -> bool: + assert not detections_1.is_empty() or not detections_2.is_empty() + is_obb_1 = ORIENTED_BOX_COORDINATES in detections_1.data + is_obb_2 = ORIENTED_BOX_COORDINATES in detections_2.data + return ( + (is_obb_1 and is_obb_2) + or (is_obb_1 and detections_2.is_empty()) + or (detections_1.is_empty() and is_obb_2) + ) + + @staticmethod + def _use_mask(detections_1: Detections, detections_2: Detections) -> bool: + assert not detections_1.is_empty() or not detections_2.is_empty() + is_mask_1 = detections_1.mask is not None + is_mask_2 = detections_2.mask is not None + return ( + (is_mask_1 and is_mask_2) + or (is_mask_1 and detections_2.is_empty()) + or (detections_1.is_empty() and is_mask_2) + ) + + @staticmethod + def _mask_from_xyxy(scene: np.ndarray, detections: Detections) -> np.ndarray: + mask = np.zeros(scene.shape[:2], dtype=np.bool_) + if detections.is_empty(): + return mask + + resolution_wh = scene.shape[1], scene.shape[0] + polygons = xyxy_to_polygons(detections.xyxy) + + for polygon in polygons: + polygon_mask = polygon_to_mask(polygon, resolution_wh=resolution_wh) + mask |= polygon_mask.astype(np.bool_) + return mask + + @staticmethod + def _mask_from_obb(scene: np.ndarray, detections: Detections) -> np.ndarray: + mask = np.zeros(scene.shape[:2], dtype=np.bool_) + if detections.is_empty(): + return mask + + resolution_wh = scene.shape[1], scene.shape[0] + + for polygon in detections.data[ORIENTED_BOX_COORDINATES]: + polygon_mask = polygon_to_mask(polygon, resolution_wh=resolution_wh) + mask |= polygon_mask.astype(np.bool_) + return mask + + @staticmethod + def _mask_from_mask(scene: np.ndarray, detections: Detections) -> np.ndarray: + mask = np.zeros(scene.shape[:2], dtype=np.bool_) + if detections.is_empty(): + return mask + assert detections.mask is not None + + for detections_mask in detections.mask: + mask |= detections_mask.astype(np.bool_) + return mask + + def _draw_labels(self, scene: np.ndarray) -> None: + """ + Draw the labels, explaining what each color represents, with automatically + computed positions. + + Args: + scene (np.ndarray): The image where the labels will be drawn. + """ + margin = int(50 * self.label_scale) + gap = int(40 * self.label_scale) + y0 = int(50 * self.label_scale) + height = int(50 * self.label_scale) + + marker_size = int(20 * self.label_scale) + padding = int(10 * self.label_scale) + text_box_corner_radius = int(10 * self.label_scale) + marker_corner_radius = int(4 * self.label_scale) + text_scale = self.label_scale + + label_color_pairs = [ + (self.label_1, self.color_1), + (self.label_2, self.color_2), + (self.label_overlap, self.color_overlap), + ] + + x0 = margin + for text, color in label_color_pairs: + if not text: + continue + + (text_w, _) = cv2.getTextSize( + text=text, + fontFace=CV2_FONT, + fontScale=self.label_scale, + thickness=self.text_thickness, + )[0] + + width = text_w + marker_size + padding * 4 + center_x = x0 + width // 2 + center_y = y0 + height // 2 + + draw_rounded_rectangle( + scene=scene, + rect=Rect(x=x0, y=y0, width=width, height=height), + color=Color.WHITE, + border_radius=text_box_corner_radius, + ) + + draw_rounded_rectangle( + scene=scene, + rect=Rect( + x=x0 + padding, + y=center_y - marker_size / 2, + width=marker_size, + height=marker_size, + ), + color=color, + border_radius=marker_corner_radius, + ) + + draw_text( + scene, + text, + text_anchor=Point(x=center_x + marker_size, y=center_y), + text_scale=text_scale, + text_thickness=self.text_thickness, + ) + + x0 += width + gap diff --git a/supervision/detection/utils.py b/supervision/detection/utils.py index f6bcd33bc..a2cbd87bd 100644 --- a/supervision/detection/utils.py +++ b/supervision/detection/utils.py @@ -11,6 +11,25 @@ MIN_POLYGON_POINT_COUNT = 3 +def xyxy_to_polygons(box: np.ndarray) -> np.ndarray: + """ + Convert an array of boxes to an array of polygons. + Retains the input datatype. + + Args: + box (np.ndarray): An array of boxes (N, 4), where each box is represented as a + list of four coordinates in the format `(x_min, y_min, x_max, y_max)`. + + Returns: + np.ndarray: An array of polygons (N, 4, 2), where each polygon is + represented as a list of four coordinates in the format `(x, y)`. + """ + polygon = np.zeros((box.shape[0], 4, 2), dtype=box.dtype) + polygon[:, :, 0] = box[:, [0, 2, 2, 0]] + polygon[:, :, 1] = box[:, [1, 1, 3, 3]] + return polygon + + def polygon_to_mask(polygon: np.ndarray, resolution_wh: Tuple[int, int]) -> np.ndarray: """Generate a mask from a polygon. From 34229c7ad72c3d432bd16e3ebf7f6b4c5c8177b2 Mon Sep 17 00:00:00 2001 From: Onuralp SEZER Date: Sun, 8 Dec 2024 23:33:30 +0300 Subject: [PATCH 48/75] chore: poetry version updated 1.8.5, notebook,ruff,numpy package updated properly Signed-off-by: Onuralp SEZER --- poetry.lock | 314 ++++++++++++++++++++++++++++------------------------ 1 file changed, 167 insertions(+), 147 deletions(-) diff --git a/poetry.lock b/poetry.lock index 2c3e473f0..16eb09174 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. 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"sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, - {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, + {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, + {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, ] [[package]] @@ -4720,13 +4740,13 @@ types-setuptools = "*" [[package]] name = "types-python-dateutil" -version = "2.9.0.20241003" +version = "2.9.0.20241206" description = "Typing stubs for python-dateutil" optional = false python-versions = ">=3.8" files = [ - {file = "types-python-dateutil-2.9.0.20241003.tar.gz", hash = "sha256:58cb85449b2a56d6684e41aeefb4c4280631246a0da1a719bdbe6f3fb0317446"}, - {file = "types_python_dateutil-2.9.0.20241003-py3-none-any.whl", hash = "sha256:250e1d8e80e7bbc3a6c99b907762711d1a1cdd00e978ad39cb5940f6f0a87f3d"}, + {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"}, + {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"}, ] [[package]] From a713d3650a7438aaf4560b02dce48eeaacdcaa6a Mon Sep 17 00:00:00 2001 From: Sachin Agarwal Date: Mon, 9 Dec 2024 07:27:24 -0500 Subject: [PATCH 49/75] Improving github actions 1. Default permission restrictions 2. Action version pinning 3. Timeout limits 4. Python dependency version pinning in scripts 5. Adding basic CODEOWNERS 6. More eror handling 7. Concurrency controls (same action cannot be running in parallel) --- .github/workflows/clear-cache.yml | 35 ++++++++++++-------- .github/workflows/notebook-bot.yml | 44 ++++++++++++++---------- .github/workflows/publish-dev-docs.yml | 46 +++++++++++++------------- .github/workflows/publish-test.yml | 18 ++++++---- .github/workflows/publish.yml | 17 ++++++---- .github/workflows/test-doc.yml | 24 +++++++++++--- .github/workflows/test-min.yml | 12 +++++-- .github/workflows/test.yml | 12 +++++-- 8 files changed, 134 insertions(+), 74 deletions(-) diff --git a/.github/workflows/clear-cache.yml b/.github/workflows/clear-cache.yml index 5b96de427..2d25840cf 100644 --- a/.github/workflows/clear-cache.yml +++ b/.github/workflows/clear-cache.yml @@ -2,32 +2,41 @@ name: Clear cache on: - schedule: - - cron: '0 0 1 * *' - workflow_dispatch: + schedule: + - cron: '0 0 1 * *' # Run at midnight on the first day of every month + workflow_dispatch: +# Restrict permissions by default permissions: - actions: write + actions: write # Required for cache management jobs: clear-cache: runs-on: ubuntu-latest + timeout-minutes: 10 steps: - name: Clear cache - uses: actions/github-script@v7 + uses: actions/github-script@d7906e4ad0b1822421a7e6a35d5ca353c962f410 # v6.4.1 with: script: | - console.log("About to clear") + console.log("Starting cache cleanup...") const caches = await github.rest.actions.getActionsCacheList({ owner: context.repo.owner, repo: context.repo.repo, }) + + let deletedCount = 0 for (const cache of caches.data.actions_caches) { - console.log(cache) - github.rest.actions.deleteActionsCacheById({ - owner: context.repo.owner, - repo: context.repo.repo, - cache_id: cache.id, - }) + console.log(`Deleting cache: ${cache.key} (${cache.size_in_bytes} bytes)`) + try { + await github.rest.actions.deleteActionsCacheById({ + owner: context.repo.owner, + repo: context.repo.repo, + cache_id: cache.id, + }) + deletedCount++ + } catch (error) { + console.error(`Failed to delete cache ${cache.key}: ${error.message}`) + } } - console.log("Clear completed") + console.log(`Cache cleanup completed. Deleted ${deletedCount} caches.`) diff --git a/.github/workflows/notebook-bot.yml b/.github/workflows/notebook-bot.yml index 17175f3d4..7b22d2d88 100644 --- a/.github/workflows/notebook-bot.yml +++ b/.github/workflows/notebook-bot.yml @@ -4,24 +4,28 @@ on: pull_request_target: types: [opened, reopened] -permissions: - contents: read +# Restrict permissions by default +permissions: {} jobs: comment-welcome: permissions: contents: read - pull-requests: write - + pull-requests: write # Required for commenting on PRs + runs-on: ubuntu-latest + timeout-minutes: 10 + steps: - name: Fetch pull request branch - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: repository: ${{ github.event.pull_request.head.repo.full_name }} ref: ${{ github.event.pull_request.head.sha }} + - name: Fetch base develop branch run: git fetch -u "$GITHUB_SERVER_URL/$GITHUB_REPOSITORY" develop:develop + - name: Create message env: HEAD_REPOSITORY: ${{ github.event.pull_request.head.repo.full_name }} @@ -49,16 +53,20 @@ jobs: msg+="If commits are added to the pull request, synchronize your local branch: git pull origin $HEAD_REF\n" fi echo "MESSAGE=$msg" >> $GITHUB_ENV - - name: Post comment - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - ISSUE_URL: ${{ github.event.pull_request.issue_url }} - run: | - # Env var defined in previous step. Escape string for JSON. - body="$(echo -n -e $MESSAGE | python3 -c 'import json,sys; print(json.dumps(sys.stdin.read()))')" - # Add comment to pull request. - curl -X POST \ - -H "Accept: application/vnd.github.v3+json" \ - -H "Authorization: token $GITHUB_TOKEN" \ - "${ISSUE_URL}/comments" \ - --data "{\"body\": $body}" + + - name: Find Comment + uses: peter-evans/find-comment@a54c31d7fa095754bfef525c0c8e5e5674c4b4b1 # v2.4.0 + id: find-comment + with: + issue-number: ${{ github.event.pull_request.number }} + body-includes: Preview and run these notebook edits + comment-author: github-actions[bot] + + - name: Add or update comment + uses: peter-evans/create-or-update-comment@23ff15729ef2fc348714a3bb66d2f655ca9066f2 # v3.1.0 + if: env.MESSAGE != '' + with: + comment-id: ${{ steps.find-comment.outputs.comment-id }} + issue-number: ${{ github.event.pull_request.number }} + body: ${{ env.MESSAGE }} + edit-mode: replace diff --git a/.github/workflows/publish-dev-docs.yml b/.github/workflows/publish-dev-docs.yml index 0661929e3..d93775d0e 100644 --- a/.github/workflows/publish-dev-docs.yml +++ b/.github/workflows/publish-dev-docs.yml @@ -6,48 +6,48 @@ on: - develop workflow_dispatch: +# Ensure only one concurrent deployment concurrency: group: ${{ github.workflow }}-${{ github.event_name == 'push' && github.ref}} cancel-in-progress: true +# Restrict permissions by default permissions: - contents: write - pages: write - pull-requests: write - + contents: write # Required for committing to gh-pages + pages: write # Required for deploying to Pages + pull-requests: write # Required for PR comments jobs: deploy: runs-on: ubuntu-latest + timeout-minutes: 30 steps: - name: 🔄 Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: fetch-depth: 0 + - name: 🐍 Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: '3.10' - - name: 📦 Install mkdocs-material - run: pip install "mkdocs-material" - - name: 📦 Install mkdocstrings[python] - run: pip install "mkdocstrings[python]" - - name: 📦 Install mkdocs-material[imaging] - run: pip install "mkdocs-material[imaging]" - - name: 📦 Install mike - run: pip install "mike" - - name: 📦 Install mkdocs-git-revision-date-localized-plugin - run: pip install "mkdocs-git-revision-date-localized-plugin" - - name: 📦 Install JupyterLab - run: pip install jupyterlab - - name: 📦 Install mkdocs-jupyter - run: pip install mkdocs-jupyter - - name: 📦 Install mkdocs-git-committers-plugin-2 - run: pip install mkdocs-git-committers-plugin-2 + + - name: 📦 Install dependencies + run: | + pip install "mkdocs-material==9.5.2" \ + "mkdocstrings[python]==0.24.0" \ + "mkdocs-material[imaging]==9.5.2" \ + "mike==2.0.0" \ + "mkdocs-git-revision-date-localized-plugin==1.2.1" \ + "jupyterlab==4.0.9" \ + "mkdocs-jupyter==0.24.6" \ + "mkdocs-git-committers-plugin-2==2.2.2" + - name: ⚙️ Configure git for github-actions run: | git config --global user.name "github-actions[bot]" git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" + - name: 🚀 Deploy MkDoc-Material with mike run: | - MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push develop + MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases develop latest diff --git a/.github/workflows/publish-test.yml b/.github/workflows/publish-test.yml index 2cd05bf13..2b8504b37 100644 --- a/.github/workflows/publish-test.yml +++ b/.github/workflows/publish-test.yml @@ -1,30 +1,36 @@ name: Publish Supervision Pre-Releases to PyPI and TestPyPI + on: push: tags: - "[0-9]+.[0-9]+[0-9]+.[0-9]+a[0-9]" - "[0-9]+.[0-9]+[0-9]+.[0-9]+b[0-9]" - "[0-9]+.[0-9]+[0-9]+.[0-9]+rc[0-9]" - workflow_dispatch: +# Restrict permissions by default +permissions: {} + jobs: build-and-publish-pre-release-pypi: name: Build and publish to PyPI runs-on: ubuntu-latest environment: test + timeout-minutes: 15 permissions: - id-token: write + id-token: write # Required for PyPI publishing + contents: read # Required for checkout strategy: matrix: python-version: ["3.10"] steps: - name: 🛎️ Checkout - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: ref: ${{ github.head_ref }} + - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: ${{ matrix.python-version }} @@ -35,9 +41,9 @@ jobs: twine check --strict dist/* - name: 🚀 Publish to PyPi - uses: pypa/gh-action-pypi-publish@release/v1.10 + uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 - name: 🚀 Publish to Test-PyPi - uses: pypa/gh-action-pypi-publish@release/v1.10 + uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 with: repository-url: https://test.pypi.org/legacy/ diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 17c2629a8..bf44ef405 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -1,27 +1,32 @@ name: Publish Supervision Releases to PyPI and TestPyPI + on: push: tags: - "[0-9]+.[0-9]+[0-9]+.[0-9]" - workflow_dispatch: +permissions: {} # Explicitly remove all permissions by default + jobs: build-and-publish-pre-release: runs-on: ubuntu-latest environment: release + timeout-minutes: 15 permissions: - id-token: write + id-token: write # Required for PyPI publishing + contents: read # Required for checkout strategy: matrix: python-version: ["3.10"] steps: - name: 🛎️ Checkout - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: ref: ${{ github.head_ref }} + - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: ${{ matrix.python-version }} @@ -32,9 +37,9 @@ jobs: twine check --strict dist/* - name: 🚀 Publish to PyPi - uses: pypa/gh-action-pypi-publish@release/v1.10 + uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 - name: 🚀 Publish to Test-PyPi - uses: pypa/gh-action-pypi-publish@release/v1.10 + uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 with: repository-url: https://test.pypi.org/legacy/ diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index b15072902..567fe8af3 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -4,18 +4,34 @@ on: pull_request: branches: [main, develop] +# Restrict permissions by default +permissions: + contents: read # Required for checkout + checks: write # Required for test reporting + jobs: docs-build-test: runs-on: ubuntu-latest + timeout-minutes: 15 steps: - name: 🔄 Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 + - name: 🐍 Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: '3.10' - - name: 🏗️ Install dependencies and Test Docs Build + + - name: 🏗️ Install dependencies and Test Docs Build run: | python -m pip install --upgrade pip - pip install "mkdocs-material" "mkdocstrings[python]" "mkdocs-material[imaging]" mike "mkdocs-git-revision-date-localized-plugin" jupyterlab mkdocs-jupyter mkdocs-git-committers-plugin-2 + pip install \ + "mkdocs-material==9.5.2" \ + "mkdocstrings[python]==0.24.0" \ + "mkdocs-material[imaging]==9.5.2" \ + "mike==2.0.0" \ + "mkdocs-git-revision-date-localized-plugin==1.2.1" \ + "jupyterlab==4.0.9" \ + "mkdocs-jupyter==0.24.6" \ + "mkdocs-git-committers-plugin-2==2.2.2" mkdocs build --verbose diff --git a/.github/workflows/test-min.yml b/.github/workflows/test-min.yml index 7a61282c0..cb5d627f8 100644 --- a/.github/workflows/test-min.yml +++ b/.github/workflows/test-min.yml @@ -4,17 +4,25 @@ on: pull_request: branches: [main, develop] +# Restrict permissions by default +permissions: + contents: read # Required for checkout + checks: write # Required for test reporting + jobs: build-min-dep-test: runs-on: ubuntu-latest + timeout-minutes: 20 strategy: matrix: python-version: ["3.8"] + fail-fast: false # Continue with other steps if one fails steps: - name: 🛎️ Checkout - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 + - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: ${{ matrix.python-version }} check-latest: true diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 2f814c2ce..e7fef9af2 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -4,17 +4,25 @@ on: pull_request: branches: [main, develop] +permissions: + contents: read + checks: write # Required for test reporting + pull-requests: write # Required for PR comments + jobs: build-dev-test: runs-on: ubuntu-latest + timeout-minutes: 30 strategy: matrix: python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"] + fail-fast: false # Continue with other versions if one fails steps: - name: 🛎️ Checkout - uses: actions/checkout@v4 + uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 + - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: ${{ matrix.python-version }} check-latest: true From f7d7786c56b44662519e7548ff3dbc50115c0ae3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 9 Dec 2024 12:30:12 +0000 Subject: [PATCH 50/75] =?UTF-8?q?fix(pre=5Fcommit):=20=F0=9F=8E=A8=20auto?= =?UTF-8?q?=20format=20pre-commit=20hooks?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .github/workflows/clear-cache.yml | 2 +- .github/workflows/notebook-bot.yml | 8 ++++---- .github/workflows/publish-dev-docs.yml | 8 ++++---- .github/workflows/publish-test.yml | 2 +- .github/workflows/publish.yml | 2 +- .github/workflows/test-doc.yml | 4 ++-- .github/workflows/test-min.yml | 2 +- 7 files changed, 14 insertions(+), 14 deletions(-) diff --git a/.github/workflows/clear-cache.yml b/.github/workflows/clear-cache.yml index 2d25840cf..38aad5aaf 100644 --- a/.github/workflows/clear-cache.yml +++ b/.github/workflows/clear-cache.yml @@ -24,7 +24,7 @@ jobs: owner: context.repo.owner, repo: context.repo.repo, }) - + let deletedCount = 0 for (const cache of caches.data.actions_caches) { console.log(`Deleting cache: ${cache.key} (${cache.size_in_bytes} bytes)`) diff --git a/.github/workflows/notebook-bot.yml b/.github/workflows/notebook-bot.yml index 7b22d2d88..eb470b3cb 100644 --- a/.github/workflows/notebook-bot.yml +++ b/.github/workflows/notebook-bot.yml @@ -12,20 +12,20 @@ jobs: permissions: contents: read pull-requests: write # Required for commenting on PRs - + runs-on: ubuntu-latest timeout-minutes: 10 - + steps: - name: Fetch pull request branch uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: repository: ${{ github.event.pull_request.head.repo.full_name }} ref: ${{ github.event.pull_request.head.sha }} - + - name: Fetch base develop branch run: git fetch -u "$GITHUB_SERVER_URL/$GITHUB_REPOSITORY" develop:develop - + - name: Create message env: HEAD_REPOSITORY: ${{ github.event.pull_request.head.repo.full_name }} diff --git a/.github/workflows/publish-dev-docs.yml b/.github/workflows/publish-dev-docs.yml index d93775d0e..119b6591d 100644 --- a/.github/workflows/publish-dev-docs.yml +++ b/.github/workflows/publish-dev-docs.yml @@ -26,12 +26,12 @@ jobs: uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: fetch-depth: 0 - + - name: 🐍 Set up Python uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: '3.10' - + - name: 📦 Install dependencies run: | pip install "mkdocs-material==9.5.2" \ @@ -42,12 +42,12 @@ jobs: "jupyterlab==4.0.9" \ "mkdocs-jupyter==0.24.6" \ "mkdocs-git-committers-plugin-2==2.2.2" - + - name: ⚙️ Configure git for github-actions run: | git config --global user.name "github-actions[bot]" git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" - + - name: 🚀 Deploy MkDoc-Material with mike run: | MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases develop latest diff --git a/.github/workflows/publish-test.yml b/.github/workflows/publish-test.yml index 2b8504b37..df5c48c49 100644 --- a/.github/workflows/publish-test.yml +++ b/.github/workflows/publish-test.yml @@ -28,7 +28,7 @@ jobs: uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: ref: ${{ github.head_ref }} - + - name: 🐍 Set up Python ${{ matrix.python-version }} uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index bf44ef405..98918255a 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -24,7 +24,7 @@ jobs: uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 with: ref: ${{ github.head_ref }} - + - name: 🐍 Set up Python ${{ matrix.python-version }} uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 567fe8af3..131accd9c 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -16,12 +16,12 @@ jobs: steps: - name: 🔄 Checkout code uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - + - name: 🐍 Set up Python uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: python-version: '3.10' - + - name: 🏗️ Install dependencies and Test Docs Build run: | python -m pip install --upgrade pip diff --git a/.github/workflows/test-min.yml b/.github/workflows/test-min.yml index cb5d627f8..47021ea23 100644 --- a/.github/workflows/test-min.yml +++ b/.github/workflows/test-min.yml @@ -20,7 +20,7 @@ jobs: steps: - name: 🛎️ Checkout uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - + - name: 🐍 Set up Python ${{ matrix.python-version }} uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 with: From ea3b9a5584e9e91b85ada26f4be69c8c941adee8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 9 Dec 2024 17:52:49 +0000 Subject: [PATCH 51/75] =?UTF-8?q?chore(pre=5Fcommit):=20=E2=AC=86=20pre=5F?= =?UTF-8?q?commit=20autoupdate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.8.1 → v0.8.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.1...v0.8.2) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d9b77aafe..0cce04ccc 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -32,7 +32,7 @@ repos: additional_dependencies: ["bandit[toml]"] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.8.1 + rev: v0.8.2 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] From fcf8b7f378db3c542b272695cbf8928aba48d2f5 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Tue, 10 Dec 2024 11:54:46 +0200 Subject: [PATCH 52/75] Fix Kapa widget initialization --- mkdocs.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/mkdocs.yml b/mkdocs.yml index f326297bf..421018248 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -178,7 +178,6 @@ markdown_extensions: anchor_linenums: true extra_javascript: - - "https://widget.kapa.ai/kapa-widget.bundle.js" - "javascripts/init_kapa_widget.js" - "javascripts/cookbooks-card.js" - "https://cdnjs.cloudflare.com/ajax/libs/dompurify/3.0.8/purify.min.js" From 001f85ad0f79a9ebd38094437adfc88d4fc1f7dc Mon Sep 17 00:00:00 2001 From: LinasKo Date: Wed, 11 Dec 2024 16:58:36 +0200 Subject: [PATCH 53/75] Add ComparisonAnnotator docs, remove Crop & RoundBox annotator from preview * Up to 20 tabs can be made at once. This is likely a bug relating to the underlying mkdocs plugin, but a quick check for hardcoded values yielded nothing. --- docs/detection/annotators.md | 112 ++++++++++++++++++++++----------- supervision/annotators/core.py | 21 ++++++- 2 files changed, 97 insertions(+), 36 deletions(-) diff --git a/docs/detection/annotators.md b/docs/detection/annotators.md index e1071121c..3399ccfce 100644 --- a/docs/detection/annotators.md +++ b/docs/detection/annotators.md @@ -28,26 +28,28 @@ Annotators accept detections and apply box or mask visualizations to the detecti
-=== "RoundBox" + === "BoxCorner" @@ -234,7 +236,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![mask-annotator-example](https://media.roboflow.com/supervision-annotator-examples/mask-annotator-example-purple.png){ align=center width="800" } + ![mask-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + mask-annotator-example-purple.png){ align=center width="800" }
@@ -255,7 +258,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![polygon-annotator-example](https://media.roboflow.com/supervision-annotator-examples/polygon-annotator-example-purple.png){ align=center width="800" } + ![polygon-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + polygon-annotator-example-purple.png){ align=center width="800" }
@@ -283,7 +287,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![label-annotator-example](https://media.roboflow.com/supervision-annotator-examples/label-annotator-example-purple.png){ align=center width="800" } + ![label-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + label-annotator-example-purple.png){ align=center width="800" }
@@ -314,7 +319,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![label-annotator-example](https://media.roboflow.com/supervision-annotator-examples/label-annotator-example-purple.png){ align=center width="800" } + ![label-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + label-annotator-example-purple.png){ align=center width="800" }
@@ -341,24 +347,26 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![icon-annotator-example](https://media.roboflow.com/supervision-annotator-examples/icon-annotator-example.png){ align=center width="800" } + ![icon-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + icon-annotator-example.png){ align=center width="800" }
-=== "Crop" + === "Blur" @@ -377,7 +385,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![blur-annotator-example](https://media.roboflow.com/supervision-annotator-examples/blur-annotator-example-purple.png){ align=center width="800" } + ![blur-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + blur-annotator-example-purple.png){ align=center width="800" }
@@ -398,7 +407,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![pixelate-annotator-example](https://media.roboflow.com/supervision-annotator-examples/pixelate-annotator-example-10.png){ align=center width="800" } + ![pixelate-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + pixelate-annotator-example-10.png){ align=center width="800" }
@@ -429,7 +439,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![trace-annotator-example](https://media.roboflow.com/supervision-annotator-examples/trace-annotator-example-purple.png){ align=center width="800" } + ![trace-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + trace-annotator-example-purple.png){ align=center width="800" }
@@ -458,7 +469,8 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![heat-map-annotator-example](https://media.roboflow.com/supervision-annotator-examples/heat-map-annotator-example-purple.png){ align=center width="800" } + ![heat-map-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + heat-map-annotator-example-purple.png){ align=center width="800" }
@@ -479,7 +491,31 @@ Annotators accept detections and apply box or mask visualizations to the detecti
- ![background-overlay-annotator-example](https://media.roboflow.com/supervision-annotator-examples/background-color-annotator-example-purple.png) + ![background-overlay-annotator-example](https://media.roboflow.com/supervision-annotator-examples/background-color-annotator-example-purple.png){ align=center width="800" } + +
+ +=== "Comparison" + + ```python + import supervision as sv + + image = ... + detections_1 = sv.Detections(...) + detections_2 = sv.Detections(...) + + comparison_annotator = sv.ComparisonAnnotator() + annotated_frame = comparison_annotator.annotate( + scene=image.copy(), + detections_1=detections_1, + detections_2=detections_2 + ) + ``` + +
+ + ![comparison-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + comparison-annotator-example.png){ align=center width="800" }
@@ -622,6 +658,12 @@ Annotators accept detections and apply box or mask visualizations to the detecti :::supervision.annotators.core.BackgroundOverlayAnnotator +
+

ComparisonAnnotator

+
+ +:::supervision.annotators.core.ComparisonAnnotator +

ColorLookup

diff --git a/supervision/annotators/core.py b/supervision/annotators/core.py index 902a573b2..8b00db94f 100644 --- a/supervision/annotators/core.py +++ b/supervision/annotators/core.py @@ -10,7 +10,7 @@ from supervision.annotators.base import BaseAnnotator, ImageType from supervision.annotators.utils import ( ColorLookup, - Trace, + Trace, resolve_color, resolve_text_background_xyxy, ) @@ -2756,6 +2756,25 @@ def annotate( Returns: The annotated image. + + Example: + ```python + import supervision as sv + + image = ... + detections_1 = sv.Detections(...) + detections_2 = sv.Detections(...) + + comparison_annotator = sv.ComparisonAnnotator() + annotated_frame = comparison_annotator.annotate( + scene=image.copy(), + detections_1=detections_1, + detections_2=detections_2 + ) + ``` + + ![comparison-annotator-example](https://media.roboflow.com/ + supervision-annotator-examples/comparison-annotator-example.png) """ assert isinstance(scene, np.ndarray) if detections_1.is_empty() and detections_2.is_empty(): From 059633435c06f362b2f67fcd04a608965e416a3e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 11 Dec 2024 15:05:52 +0000 Subject: [PATCH 54/75] =?UTF-8?q?fix(pre=5Fcommit):=20=F0=9F=8E=A8=20auto?= =?UTF-8?q?=20format=20pre-commit=20hooks?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- supervision/annotators/core.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/supervision/annotators/core.py b/supervision/annotators/core.py index 8b00db94f..24568577b 100644 --- a/supervision/annotators/core.py +++ b/supervision/annotators/core.py @@ -10,7 +10,7 @@ from supervision.annotators.base import BaseAnnotator, ImageType from supervision.annotators.utils import ( ColorLookup, - Trace, + Trace, resolve_color, resolve_text_background_xyxy, ) From d061a4c89be6263cd86d7108cfd5a1ebfb780550 Mon Sep 17 00:00:00 2001 From: LinasKo Date: Wed, 11 Dec 2024 18:09:31 +0200 Subject: [PATCH 55/75] Add CropAnnotator image example --- docs/detection/annotators.md | 6 ++++++ supervision/annotators/core.py | 3 +++ 2 files changed, 9 insertions(+) diff --git a/docs/detection/annotators.md b/docs/detection/annotators.md index 3399ccfce..afe64ace0 100644 --- a/docs/detection/annotators.md +++ b/docs/detection/annotators.md @@ -366,6 +366,12 @@ Annotators accept detections and apply box or mask visualizations to the detecti detections=detections ) ``` +
+ + ![crop-annotator-example](https://media.roboflow.com/supervision-annotator-examples/ + crop-annotator-example.png){ align=center width="800" } + +
--> === "Blur" diff --git a/supervision/annotators/core.py b/supervision/annotators/core.py index 24568577b..a2b2ed565 100644 --- a/supervision/annotators/core.py +++ b/supervision/annotators/core.py @@ -2533,6 +2533,9 @@ def annotate( detections=detections ) ``` + + ![crop-annotator-example](https://media.roboflow.com/ + supervision-annotator-examples/crop-annotator-example.png) """ assert isinstance(scene, np.ndarray) crops = [ From 9a4781f2a5863f4a28c2aadf55ec21262a1daabd Mon Sep 17 00:00:00 2001 From: LinasKo Date: Wed, 11 Dec 2024 18:33:06 +0200 Subject: [PATCH 56/75] Remove import check for `assets` * The dependencies were already merged into the main requirements --- supervision/assets/downloader.py | 15 +++------------ 1 file changed, 3 insertions(+), 12 deletions(-) diff --git a/supervision/assets/downloader.py b/supervision/assets/downloader.py index 8e86359a3..c8e3e56d5 100644 --- a/supervision/assets/downloader.py +++ b/supervision/assets/downloader.py @@ -4,19 +4,10 @@ from shutil import copyfileobj from typing import Union -from supervision.assets.list import VIDEO_ASSETS, VideoAssets +from requests import get +from tqdm.auto import tqdm -try: - from requests import get - from tqdm.auto import tqdm -except ImportError: - raise ValueError( - "\n" - "Please install requests and tqdm to download assets \n" - "or install supervision with assets \n" - "pip install supervision[assets] \n" - "\n" - ) +from supervision.assets.list import VIDEO_ASSETS, VideoAssets def is_md5_hash_matching(filename: str, original_md5_hash: str) -> bool: From 10f372fe28ed0a4ddc01b4a0e69c5a6d820fb40b Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 10:46:10 -0800 Subject: [PATCH 57/75] Refactor builds --- .github/dependabot.yml | 6 +- .github/workflows/clear-cache.yml | 2 +- .github/workflows/combine-dependabot-prs.yml | 22 ++ .github/workflows/notebook-bot.yml | 72 ----- .github/workflows/poetry-test.yml | 19 +- .github/workflows/publish-dev-docs.yml | 53 ---- .github/workflows/publish-docs.yml | 59 ++++ .github/workflows/publish-release-docs.yml | 55 ---- .github/workflows/publish-test.yml | 34 +- .github/workflows/publish.yml | 28 +- .github/workflows/test-doc.yml | 19 +- .github/workflows/test-min.yml | 64 ---- .github/workflows/test.yml | 24 +- poetry.lock | 316 +++++++++---------- pyproject.toml | 9 +- 15 files changed, 317 insertions(+), 465 deletions(-) create mode 100644 .github/workflows/combine-dependabot-prs.yml delete mode 100644 .github/workflows/notebook-bot.yml delete mode 100644 .github/workflows/publish-dev-docs.yml create mode 100644 .github/workflows/publish-docs.yml delete mode 100644 .github/workflows/publish-release-docs.yml delete mode 100644 .github/workflows/test-min.yml diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 6de587d18..9df71d0fb 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -4,13 +4,15 @@ updates: - package-ecosystem: "github-actions" directory: "/" schedule: - interval: "daily" + interval: "weekly" commit-message: prefix: ⬆️ + target-branch: "develop" # Python - package-ecosystem: "pip" directory: "/" schedule: - interval: "daily" + interval: "weekly" commit-message: prefix: ⬆️ + target-branch: "develop" \ No newline at end of file diff --git a/.github/workflows/clear-cache.yml b/.github/workflows/clear-cache.yml index 38aad5aaf..386b3d703 100644 --- a/.github/workflows/clear-cache.yml +++ b/.github/workflows/clear-cache.yml @@ -16,7 +16,7 @@ jobs: timeout-minutes: 10 steps: - name: Clear cache - uses: actions/github-script@d7906e4ad0b1822421a7e6a35d5ca353c962f410 # v6.4.1 + uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1 with: script: | console.log("Starting cache cleanup...") diff --git a/.github/workflows/combine-dependabot-prs.yml b/.github/workflows/combine-dependabot-prs.yml new file mode 100644 index 000000000..d6ed8a030 --- /dev/null +++ b/.github/workflows/combine-dependabot-prs.yml @@ -0,0 +1,22 @@ +name: Combine Dependabot PRs + +on: + schedule: + - cron: "0 1 * * 3" # Wednesday at 01:00 + workflow_dispatch: # allows you to manually trigger the workflow + +permissions: + contents: write + pull-requests: write + checks: read + +jobs: + combine-prs: + runs-on: ubuntu-latest + + steps: + - name: combine-prs + id: combine-prs + uses: github/combine-prs@2909f404763c3177a456e052bdb7f2e85d3a7cb3 # v5.2.0 + with: + labels: combined-pr diff --git a/.github/workflows/notebook-bot.yml b/.github/workflows/notebook-bot.yml deleted file mode 100644 index eb470b3cb..000000000 --- a/.github/workflows/notebook-bot.yml +++ /dev/null @@ -1,72 +0,0 @@ -name: Notebook Check Pull Request - -on: - pull_request_target: - types: [opened, reopened] - -# Restrict permissions by default -permissions: {} - -jobs: - comment-welcome: - permissions: - contents: read - pull-requests: write # Required for commenting on PRs - - runs-on: ubuntu-latest - timeout-minutes: 10 - - steps: - - name: Fetch pull request branch - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - with: - repository: ${{ github.event.pull_request.head.repo.full_name }} - ref: ${{ github.event.pull_request.head.sha }} - - - name: Fetch base develop branch - run: git fetch -u "$GITHUB_SERVER_URL/$GITHUB_REPOSITORY" develop:develop - - - name: Create message - env: - HEAD_REPOSITORY: ${{ github.event.pull_request.head.repo.full_name }} - HEAD_REF: ${{ github.event.pull_request.head.ref }} - PR_NUM: ${{ github.event.pull_request.number }} - run: | - # Preview links and tool usage only needed for notebook changes. - readarray -t changed_notebooks < <(git diff --name-only develop | grep '\.ipynb$' || true) - if [[ ${#changed_notebooks[@]} == 0 ]]; then - echo "No notebooks modified in this pull request." - else - msg="

Preview

\n" - msg+="Preview and run these notebook edits with Google Colab:\n
    \n" - # Link to PR branch in user's fork that is always current. - for fp in "${changed_notebooks[@]}"; do - gh_path="${HEAD_REPOSITORY}/blob/${HEAD_REF}/${fp}" - colab_url="https://colab.research.google.com/github/${gh_path}" - msg+="
  • ${fp}
    • \n" - done - msg+="
\n" - - reviewnb_url="https://app.reviewnb.com/${GITHUB_REPOSITORY}/pull/${PR_NUM}/files/" - msg+="Rendered notebook diffs available on ReviewNB.com.\n" - - msg+="If commits are added to the pull request, synchronize your local branch: git pull origin $HEAD_REF\n" - fi - echo "MESSAGE=$msg" >> $GITHUB_ENV - - - name: Find Comment - uses: peter-evans/find-comment@a54c31d7fa095754bfef525c0c8e5e5674c4b4b1 # v2.4.0 - id: find-comment - with: - issue-number: ${{ github.event.pull_request.number }} - body-includes: Preview and run these notebook edits - comment-author: github-actions[bot] - - - name: Add or update comment - uses: peter-evans/create-or-update-comment@23ff15729ef2fc348714a3bb66d2f655ca9066f2 # v3.1.0 - if: env.MESSAGE != '' - with: - comment-id: ${{ steps.find-comment.outputs.comment-id }} - issue-number: ${{ github.event.pull_request.number }} - body: ${{ env.MESSAGE }} - edit-mode: replace diff --git a/.github/workflows/poetry-test.yml b/.github/workflows/poetry-test.yml index 52f324f22..07b2aadbf 100644 --- a/.github/workflows/poetry-test.yml +++ b/.github/workflows/poetry-test.yml @@ -2,12 +2,12 @@ name: 🔧 Poetry Check and Installation Test Workflow on: push: paths: - - 'poetry.lock' - - 'pyproject.toml' + - "poetry.lock" + - "pyproject.toml" pull_request: paths: - - 'poetry.lock' - - 'pyproject.toml' + - "poetry.lock" + - "pyproject.toml" workflow_dispatch: jobs: @@ -20,15 +20,15 @@ jobs: runs-on: ${{ matrix.os }} steps: - name: 📥 Checkout the repository - uses: actions/checkout@v4 + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v5 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ matrix.python-version }} - - name: 📦 Install the base dependencies - run: python -m pip install --upgrade poetry + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 - name: 🔍 Check the correctness of the project config run: poetry check @@ -38,6 +38,3 @@ jobs: - name: 🧪 Run the Import test run: poetry run python -c "import supervision; from supervision import assets; from supervision import metrics; print(supervision.__version__)" - - - name: 🧪 Run the pytests - run: poetry run python -m pytest ./test diff --git a/.github/workflows/publish-dev-docs.yml b/.github/workflows/publish-dev-docs.yml deleted file mode 100644 index 119b6591d..000000000 --- a/.github/workflows/publish-dev-docs.yml +++ /dev/null @@ -1,53 +0,0 @@ -name: Docs WorkFlow - Develop Tag 📚 - -on: - push: - branches: - - develop - workflow_dispatch: - -# Ensure only one concurrent deployment -concurrency: - group: ${{ github.workflow }}-${{ github.event_name == 'push' && github.ref}} - cancel-in-progress: true - -# Restrict permissions by default -permissions: - contents: write # Required for committing to gh-pages - pages: write # Required for deploying to Pages - pull-requests: write # Required for PR comments - -jobs: - deploy: - runs-on: ubuntu-latest - timeout-minutes: 30 - steps: - - name: 🔄 Checkout code - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - with: - fetch-depth: 0 - - - name: 🐍 Set up Python - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 - with: - python-version: '3.10' - - - name: 📦 Install dependencies - run: | - pip install "mkdocs-material==9.5.2" \ - "mkdocstrings[python]==0.24.0" \ - "mkdocs-material[imaging]==9.5.2" \ - "mike==2.0.0" \ - "mkdocs-git-revision-date-localized-plugin==1.2.1" \ - "jupyterlab==4.0.9" \ - "mkdocs-jupyter==0.24.6" \ - "mkdocs-git-committers-plugin-2==2.2.2" - - - name: ⚙️ Configure git for github-actions - run: | - git config --global user.name "github-actions[bot]" - git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" - - - name: 🚀 Deploy MkDoc-Material with mike - run: | - MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases develop latest diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml new file mode 100644 index 000000000..f9a67f46c --- /dev/null +++ b/.github/workflows/publish-docs.yml @@ -0,0 +1,59 @@ +name: Build and Publish Docs + +on: + push: + branches: + - develop + workflow_dispatch: + release: + types: [published] + +# Ensure only one concurrent deployment +concurrency: + group: ${{ github.workflow }}-${{ github.event_name == 'push' && github.ref}} + cancel-in-progress: true + +# Restrict permissions by default +permissions: + contents: write # Required for committing to gh-pages + pages: write # Required for deploying to Pages + pull-requests: write # Required for PR comments + +jobs: + deploy: + runs-on: ubuntu-latest + timeout-minutes: 30 + strategy: + matrix: + python-version: ["3.10"] + steps: + - name: 📥 Checkout the repository + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + + - name: 🐍 Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 + with: + python-version: ${{ matrix.python-version }} + + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 + + - name: 📦 Install dependencies + run: | + poetry install --with=docs + + - name: ⚙️ Configure git for github-actions + run: | + git config --global user.name "github-actions[bot]" + git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" + + - name: 🚀 Deploy Development Docs + if: github.event_name == 'push' && github.ref == 'refs/heads/develop' + run: | + MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases develop + + - name: 🚀 Deploy Release Docs + if: github.event_name == 'release' && github.event.action == 'published' + run: | + latest_tag=$(git describe --tags `git rev-list --tags --max-count=1`) + MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases $latest_tag latest diff --git a/.github/workflows/publish-release-docs.yml b/.github/workflows/publish-release-docs.yml deleted file mode 100644 index 227100332..000000000 --- a/.github/workflows/publish-release-docs.yml +++ /dev/null @@ -1,55 +0,0 @@ -name: Supervision Release Documentation Workflow 📚 -on: - workflow_dispatch: - -concurrency: - group: ${{ github.workflow }}-${{ github.event_name == 'push' && github.ref}} - cancel-in-progress: true - -permissions: - contents: write - pages: write - pull-requests: write - - -jobs: - doc-build-deploy: - runs-on: ubuntu-latest - strategy: - matrix: - python-version: ["3.10"] - steps: - - name: 🛎️ Checkout - uses: actions/checkout@v4 - with: - fetch-depth: 0 - ref: ${{ github.head_ref }} - - - name: 🐍 Set up Python - uses: actions/setup-python@v5 - with: - python-version: '3.10' - - name: 📦 Install mkdocs-material - run: pip install "mkdocs-material" - - name: 📦 Install mkdocstrings[python] - run: pip install "mkdocstrings[python]" - - name: 📦 Install mkdocs-material[imaging] - run: pip install "mkdocs-material[imaging]" - - name: 📦 Install mike - run: pip install "mike" - - name: 📦 Install mkdocs-git-revision-date-localized-plugin - run: pip install "mkdocs-git-revision-date-localized-plugin" - - name: 📦 Install JupyterLab - run: pip install jupyterlab - - name: 📦 Install mkdocs-jupyter - run: pip install mkdocs-jupyter - - name: 📦 Install mkdocs-git-committers-plugin-2 - run: pip install mkdocs-git-committers-plugin-2 - - name: ⚙️ Configure git for github-actions 👷 - run: | - git config --global user.name "github-actions[bot]" - git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" - - name: 🚀 Deploy MkDoc-Material 📚 - run: | - latest_tag=$(git describe --tags `git rev-list --tags --max-count=1`) - MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases $latest_tag latest diff --git a/.github/workflows/publish-test.yml b/.github/workflows/publish-test.yml index df5c48c49..722a899b1 100644 --- a/.github/workflows/publish-test.yml +++ b/.github/workflows/publish-test.yml @@ -8,42 +8,44 @@ on: - "[0-9]+.[0-9]+[0-9]+.[0-9]+rc[0-9]" workflow_dispatch: -# Restrict permissions by default -permissions: {} +permissions: {} # Explicitly remove all permissions by default jobs: - build-and-publish-pre-release-pypi: - name: Build and publish to PyPI + build-and-publish-pre-release: runs-on: ubuntu-latest - environment: test + environment: release timeout-minutes: 15 permissions: - id-token: write # Required for PyPI publishing - contents: read # Required for checkout + id-token: write # Required for PyPI publishing + contents: read # Required for checkout strategy: matrix: python-version: ["3.10"] steps: - - name: 🛎️ Checkout - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - with: - ref: ${{ github.head_ref }} + - name: 📥 Checkout the repository + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ matrix.python-version }} + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 + - name: 🏗️ Build source and wheel distributions run: | - python -m pip install --upgrade build twine - python -m build + poetry install --with=build + poetry build twine check --strict dist/* - name: 🚀 Publish to PyPi - uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 + uses: pypa/gh-action-pypi-publish@67339c736fd9354cd4f8cb0b744f2b82a74b5c70 # v1.12.3 + with: + attestations: true - name: 🚀 Publish to Test-PyPi - uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 + uses: pypa/gh-action-pypi-publish@67339c736fd9354cd4f8cb0b744f2b82a74b5c70 # v1.12.3 with: repository-url: https://test.pypi.org/legacy/ + attestations: true diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 98918255a..c03789b9a 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -6,7 +6,7 @@ on: - "[0-9]+.[0-9]+[0-9]+.[0-9]" workflow_dispatch: -permissions: {} # Explicitly remove all permissions by default +permissions: {} # Explicitly remove all permissions by default jobs: build-and-publish-pre-release: @@ -14,32 +14,36 @@ jobs: environment: release timeout-minutes: 15 permissions: - id-token: write # Required for PyPI publishing - contents: read # Required for checkout + id-token: write # Required for PyPI publishing + contents: read # Required for checkout strategy: matrix: python-version: ["3.10"] steps: - - name: 🛎️ Checkout - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - with: - ref: ${{ github.head_ref }} + - name: 📥 Checkout the repository + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ matrix.python-version }} + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 + - name: 🏗️ Build source and wheel distributions run: | - python -m pip install --upgrade build twine - python -m build + poetry install --with=build + poetry build twine check --strict dist/* - name: 🚀 Publish to PyPi - uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 + uses: pypa/gh-action-pypi-publish@67339c736fd9354cd4f8cb0b744f2b82a74b5c70 # v1.12.3 + with: + attestations: true - name: 🚀 Publish to Test-PyPi - uses: pypa/gh-action-pypi-publish@2f6f737ca5f74c637829c0f5c3acd0e29ea5e8bf # v1.8.11 + uses: pypa/gh-action-pypi-publish@67339c736fd9354cd4f8cb0b744f2b82a74b5c70 # v1.12.3 with: repository-url: https://test.pypi.org/legacy/ + attestations: true diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 131accd9c..3b7772109 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -22,16 +22,13 @@ jobs: with: python-version: '3.10' - - name: 🏗️ Install dependencies and Test Docs Build + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 + + - name: 🏗️ Install dependencies + run: | + python install --group docs + + - name: 🧪 Test Docs Build run: | - python -m pip install --upgrade pip - pip install \ - "mkdocs-material==9.5.2" \ - "mkdocstrings[python]==0.24.0" \ - "mkdocs-material[imaging]==9.5.2" \ - "mike==2.0.0" \ - "mkdocs-git-revision-date-localized-plugin==1.2.1" \ - "jupyterlab==4.0.9" \ - "mkdocs-jupyter==0.24.6" \ - "mkdocs-git-committers-plugin-2==2.2.2" mkdocs build --verbose diff --git a/.github/workflows/test-min.yml b/.github/workflows/test-min.yml deleted file mode 100644 index 47021ea23..000000000 --- a/.github/workflows/test-min.yml +++ /dev/null @@ -1,64 +0,0 @@ -name: Python 3.8 - Min Dep Test WorkFlow - -on: - pull_request: - branches: [main, develop] - -# Restrict permissions by default -permissions: - contents: read # Required for checkout - checks: write # Required for test reporting - -jobs: - build-min-dep-test: - runs-on: ubuntu-latest - timeout-minutes: 20 - strategy: - matrix: - python-version: ["3.8"] - fail-fast: false # Continue with other steps if one fails - steps: - - name: 🛎️ Checkout - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 - - - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 - with: - python-version: ${{ matrix.python-version }} - check-latest: true - - - name: 📦 Install dependencies - run: | - python -m pip install --upgrade pip - pip install \ - attrs==23.1.0 \ - certifi==2023.7.22 \ - charset-normalizer==2.0.12 \ - cycler==0.12.1 \ - exceptiongroup==1.1.3 \ - fonttools==4.43.1 \ - idna==3.4 \ - iniconfig==2.0.0 \ - kiwisolver==1.4.5 \ - matplotlib==3.5.0 \ - numpy==1.21.2 \ - opencv-python==4.5.5.64 \ - Pillow==10.1.0 \ - packaging==23.2 \ - pluggy==1.3.0 \ - pyparsing==3.1.1 \ - pytest==7.2.0 \ - python-dateutil==2.8.2 \ - PyYAML==5.3 \ - requests==2.26.0 \ - scipy==1.10.0 \ - setuptools-scm==8.0.4 \ - six==1.16.0 \ - tomli==2.0.1 \ - tqdm==4.62.3 \ - typing_extensions==4.8.0 \ - urllib3==1.26.18 \ - defusedxml==0.7.1 - - - name: 🧪 Test - run: "python -m pytest ./test" diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index e7fef9af2..e929cc0b6 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -6,8 +6,8 @@ on: permissions: contents: read - checks: write # Required for test reporting - pull-requests: write # Required for PR comments + checks: write # Required for test reporting + pull-requests: write # Required for PR comments jobs: build-dev-test: @@ -16,7 +16,7 @@ jobs: strategy: matrix: python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"] - fail-fast: false # Continue with other versions if one fails + fail-fast: false # Continue with other versions if one fails steps: - name: 🛎️ Checkout uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 @@ -27,11 +27,19 @@ jobs: python-version: ${{ matrix.python-version }} check-latest: true + - name: 📜 Setup Poetry + uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 + - name: 📦 Install dependencies run: | - python -m pip install --upgrade pip - pip install . - pip install pytest + poetry install --with=test - - name: 🧪 PyTest - run: "python -m pytest ./test" + - name: Run pytest + uses: pavelzw/pytest-action@510c5e90c360a185039bea56ce8b3e7e51a16507 # v2.2.0 + with: + verbose: true + emoji: true + job-summary: true + custom-arguments: "-q" + click-to-expand: true + report-title: "Test Report" diff --git a/poetry.lock b/poetry.lock index 780a70765..09afe1de3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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[[package]] @@ -4474,13 +4474,13 @@ type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.12 [[package]] name = "six" -version = "1.16.0" +version = "1.17.0" description = "Python 2 and 3 compatibility utilities" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ - {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, - {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, + {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"}, + {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"}, ] [[package]] @@ -4740,13 +4740,13 @@ types-setuptools = "*" [[package]] name = "types-python-dateutil" -version = "2.9.0.20241003" +version = "2.9.0.20241206" description = "Typing stubs for python-dateutil" optional = false python-versions = ">=3.8" files = [ - {file = "types-python-dateutil-2.9.0.20241003.tar.gz", hash = "sha256:58cb85449b2a56d6684e41aeefb4c4280631246a0da1a719bdbe6f3fb0317446"}, - {file = "types_python_dateutil-2.9.0.20241003-py3-none-any.whl", hash = "sha256:250e1d8e80e7bbc3a6c99b907762711d1a1cdd00e978ad39cb5940f6f0a87f3d"}, + {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"}, + {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"}, ] [[package]] @@ -5047,4 +5047,4 @@ metrics = ["pandas", "pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "6d745f512b187236f021aa37a9350d8d330baf2eeddf905ed3116ed7e5b67811" +content-hash = "0c0b4c90836b0ca79844bc9ca1bccd6752f374f6690f3a2d9531ff615212fae1" diff --git a/pyproject.toml b/pyproject.toml index 24fe30629..306157cc5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -85,8 +85,8 @@ tqdm = ">=4.62.3" # pandas: picked lowest major version that supports Python 3.8 # pandas 2.2.3 has been released with support for Python 3.13 pandas = [ - { version = ">=2.0.0", python = "<3.13",optional = true }, - { version = ">=2.2.3", python = ">=3.13",optional = true }, + { version = ">=2.0.0", python = "<3.13", optional = true }, + { version = ">=2.2.3", python = ">=3.13", optional = true }, ] opencv-python = ">=4.5.5.64" @@ -94,6 +94,9 @@ opencv-python = ">=4.5.5.64" [tool.poetry.extras] metrics = ["pandas"] +[tool.poetry.group.test.dependencies] +pytest = ">=7.2.2,<9.0.0" + [tool.poetry.group.dev.dependencies] twine = ">=5.1.1,<7.0.0" pytest = ">=7.2.2,<9.0.0" @@ -133,6 +136,8 @@ types-requests = "^2.32.0.20240712" types-tqdm = "^4.66.0.20240417" pandas-stubs = ">=2.0.0.230412" +[tool.poetry.group.build.dependencies] +twine = ">=5.1.1,<7.0.0" [tool.bandit] target = ["test", "supervision"] From 7c5320409cc69f283449632fed533afa000ae0f2 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 10:55:04 -0800 Subject: [PATCH 58/75] Change timeouts and bump action versions --- .github/workflows/clear-cache.yml | 5 ++--- .github/workflows/poetry-test.yml | 1 + .github/workflows/publish-docs.yml | 2 +- .github/workflows/publish-test.yml | 2 +- .github/workflows/publish.yml | 2 +- .github/workflows/test-doc.yml | 23 +++++++++++++---------- .github/workflows/test.yml | 9 ++++----- 7 files changed, 23 insertions(+), 21 deletions(-) diff --git a/.github/workflows/clear-cache.yml b/.github/workflows/clear-cache.yml index 386b3d703..9bef93792 100644 --- a/.github/workflows/clear-cache.yml +++ b/.github/workflows/clear-cache.yml @@ -1,14 +1,13 @@ - name: Clear cache on: schedule: - - cron: '0 0 1 * *' # Run at midnight on the first day of every month + - cron: "0 0 1 * *" # Run at midnight on the first day of every month workflow_dispatch: # Restrict permissions by default permissions: - actions: write # Required for cache management + actions: write # Required for cache management jobs: clear-cache: diff --git a/.github/workflows/poetry-test.yml b/.github/workflows/poetry-test.yml index 07b2aadbf..139409d59 100644 --- a/.github/workflows/poetry-test.yml +++ b/.github/workflows/poetry-test.yml @@ -12,6 +12,7 @@ on: jobs: poetry-tests: + timeout-minutes: 10 strategy: fail-fast: false matrix: diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml index f9a67f46c..3b658ff88 100644 --- a/.github/workflows/publish-docs.yml +++ b/.github/workflows/publish-docs.yml @@ -22,7 +22,7 @@ permissions: jobs: deploy: runs-on: ubuntu-latest - timeout-minutes: 30 + timeout-minutes: 10 strategy: matrix: python-version: ["3.10"] diff --git a/.github/workflows/publish-test.yml b/.github/workflows/publish-test.yml index 722a899b1..b28354ec8 100644 --- a/.github/workflows/publish-test.yml +++ b/.github/workflows/publish-test.yml @@ -14,7 +14,7 @@ jobs: build-and-publish-pre-release: runs-on: ubuntu-latest environment: release - timeout-minutes: 15 + timeout-minutes: 10 permissions: id-token: write # Required for PyPI publishing contents: read # Required for checkout diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index c03789b9a..96d78ac6d 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -12,7 +12,7 @@ jobs: build-and-publish-pre-release: runs-on: ubuntu-latest environment: release - timeout-minutes: 15 + timeout-minutes: 10 permissions: id-token: write # Required for PyPI publishing contents: read # Required for checkout diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 3b7772109..109929748 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -6,29 +6,32 @@ on: # Restrict permissions by default permissions: - contents: read # Required for checkout - checks: write # Required for test reporting + contents: read # Required for checkout + checks: write # Required for test reporting jobs: docs-build-test: runs-on: ubuntu-latest - timeout-minutes: 15 + timeout-minutes: 10 + strategy: + matrix: + python-version: ["3.10"] steps: - - name: 🔄 Checkout code - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 + - name: 📥 Checkout the repository + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - - name: 🐍 Set up Python - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 + - name: 🐍 Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: - python-version: '3.10' + python-version: ${{ matrix.python-version }} - name: 📜 Setup Poetry uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 - + - name: 🏗️ Install dependencies run: | python install --group docs - + - name: 🧪 Test Docs Build run: | mkdocs build --verbose diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index e929cc0b6..c1a1fdae3 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -12,20 +12,19 @@ permissions: jobs: build-dev-test: runs-on: ubuntu-latest - timeout-minutes: 30 + timeout-minutes: 10 strategy: matrix: python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"] fail-fast: false # Continue with other versions if one fails steps: - - name: 🛎️ Checkout - uses: actions/checkout@8ade135a41bc03ea155e62e844d188df1ea18608 # v4.1.0 + - name: 📥 Checkout the repository + uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: 🐍 Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa # v5.0.0 + uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 with: python-version: ${{ matrix.python-version }} - check-latest: true - name: 📜 Setup Poetry uses: abatilo/actions-poetry@e78f54a89cb052fff327414dd9ff010b5d2b4dbd # v3.0.1 From c257221fe00e8ffbb6142435e54f75d08cebf7fa Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 10:57:58 -0800 Subject: [PATCH 59/75] Fix EOF --- .github/dependabot.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 9df71d0fb..42aa0e9c6 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -15,4 +15,4 @@ updates: interval: "weekly" commit-message: prefix: ⬆️ - target-branch: "develop" \ No newline at end of file + target-branch: "develop" From 3d62caf4f3c8e2101d8425bf0be03d5004015570 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 11:08:56 -0800 Subject: [PATCH 60/75] Update workflows --- .github/workflows/test-doc.yml | 2 +- .github/workflows/test.yml | 1 + pyproject.toml | 2 +- 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 109929748..24fd6e8c6 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -30,7 +30,7 @@ jobs: - name: 🏗️ Install dependencies run: | - python install --group docs + poetry install --with=docs - name: 🧪 Test Docs Build run: | diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index c1a1fdae3..93aca8d17 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -42,3 +42,4 @@ jobs: custom-arguments: "-q" click-to-expand: true report-title: "Test Report" + custom-pytest: "poetry run pytest" diff --git a/pyproject.toml b/pyproject.toml index 306157cc5..770317bf8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -121,7 +121,7 @@ mkdocstrings = ">=0.25.2,<0.27.0" mkdocstrings-python = "^1.10.9" mike = "^2.0.0" # For Documentation Development use Python 3.10 or above -# Use Latest mkdocs-jupyter min 0.24.6 for Jupyter Notebook Theme support +# Use Latest mkdocs-jupyter min 0.24.6 for Jupyter Notebook Theme support mkdocs-jupyter = "^0.24.3" mkdocs-git-committers-plugin-2 = "^2.4.1" mkdocs-git-revision-date-localized-plugin = "^1.2.4" From 40340ef8a69ff8b71b3092ae13cf6955c080fbca Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 11:14:11 -0800 Subject: [PATCH 61/75] Update builds and tests --- .github/workflows/publish-docs.yml | 4 ++-- .github/workflows/test-doc.yml | 2 +- poetry.lock | 34 +++++++++++++++++++++++++++--- pyproject.toml | 2 ++ 4 files changed, 36 insertions(+), 6 deletions(-) diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml index 3b658ff88..041ef34e5 100644 --- a/.github/workflows/publish-docs.yml +++ b/.github/workflows/publish-docs.yml @@ -50,10 +50,10 @@ jobs: - name: 🚀 Deploy Development Docs if: github.event_name == 'push' && github.ref == 'refs/heads/develop' run: | - MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases develop + MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} poetry run mike deploy --push develop - name: 🚀 Deploy Release Docs if: github.event_name == 'release' && github.event.action == 'published' run: | latest_tag=$(git describe --tags `git rev-list --tags --max-count=1`) - MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} mike deploy --push --update-aliases $latest_tag latest + MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} poetry run mike deploy --push --update-aliases $latest_tag latest diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 24fd6e8c6..507196627 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -34,4 +34,4 @@ jobs: - name: 🧪 Test Docs Build run: | - mkdocs build --verbose + poetry run mkdocs build --verbose diff --git a/poetry.lock b/poetry.lock index 551e9931e..ac6f913e1 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "anyio" @@ -1762,7 +1762,7 @@ files = [ [package.dependencies] async-lru = ">=1.0.0" -httpx = ">=0.28.0,<0.29.0" +httpx = ">=0.25.0" importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""} importlib-resources = {version = ">=1.4", markers = "python_version < \"3.9\""} ipykernel = ">=6.5.0" @@ -3636,6 +3636,34 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""} [package.extras] dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] +[[package]] +name = "pytest-emoji" +version = "0.2.0" +description = "A pytest plugin that adds emojis to your test result report" +optional = false +python-versions = ">=3.4" +files = [ + {file = "pytest-emoji-0.2.0.tar.gz", hash = "sha256:e1bd4790d87649c2d09c272c88bdfc4d37c1cc7c7a46583087d7c510944571e8"}, + {file = "pytest_emoji-0.2.0-py3-none-any.whl", hash = "sha256:6e34ed21970fa4b80a56ad11417456bd873eb066c02315fe9df0fafe6d4d4436"}, +] + +[package.dependencies] +pytest = ">=4.2.1" + +[[package]] +name = "pytest-md" +version = "0.2.0" +description = "Plugin for generating Markdown reports for pytest results" +optional = false +python-versions = ">=3.6" +files = [ + {file = "pytest-md-0.2.0.tar.gz", hash = "sha256:3b248d5b360ea5198e05b4f49c7442234812809a63137ec6cdd3643a40cf0112"}, + {file = "pytest_md-0.2.0-py3-none-any.whl", hash = "sha256:4c4cd16fea6d1485e87ee254558712c804a96d2aa9674b780e7eb8fb6526e1d1"}, +] + +[package.dependencies] +pytest = ">=4.2.1" + [[package]] name = "python-dateutil" version = "2.9.0.post0" @@ -5047,4 +5075,4 @@ metrics = ["pandas", "pandas"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "0c0b4c90836b0ca79844bc9ca1bccd6752f374f6690f3a2d9531ff615212fae1" +content-hash = "621eea8ec013d7be2bb4b7d7093f81e57b74b6e668379de34488e34bcd88ab87" diff --git a/pyproject.toml b/pyproject.toml index 770317bf8..f5106d33c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -96,6 +96,8 @@ metrics = ["pandas"] [tool.poetry.group.test.dependencies] pytest = ">=7.2.2,<9.0.0" +pytest-md = "^0.2.0" +pytest-emoji = "^0.2.0" [tool.poetry.group.dev.dependencies] twine = ">=5.1.1,<7.0.0" From 517b25f27f1f59d539c8cf784eef387ea52a60ce Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 11:16:51 -0800 Subject: [PATCH 62/75] Run tests on all platforms --- .github/workflows/test.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 93aca8d17..52ac6888e 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -11,12 +11,13 @@ permissions: jobs: build-dev-test: - runs-on: ubuntu-latest timeout-minutes: 10 strategy: matrix: + os: [ubuntu-latest, windows-latest, macos-latest] python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"] fail-fast: false # Continue with other versions if one fails + runs-on: ${{ matrix.os }} steps: - name: 📥 Checkout the repository uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 From c9ea75e3cae1a668cdc10e16f41a6646122b6b77 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Wed, 11 Dec 2024 11:27:39 -0800 Subject: [PATCH 63/75] Add workflow job names --- .github/workflows/clear-cache.yml | 1 + .github/workflows/combine-dependabot-prs.yml | 2 +- .github/workflows/poetry-test.yml | 1 + .github/workflows/publish-docs.yml | 3 ++- .github/workflows/publish-test.yml | 1 + .github/workflows/publish.yml | 1 + .github/workflows/test-doc.yml | 1 + .github/workflows/test.yml | 3 ++- 8 files changed, 10 insertions(+), 3 deletions(-) diff --git a/.github/workflows/clear-cache.yml b/.github/workflows/clear-cache.yml index 9bef93792..a9cf4544f 100644 --- a/.github/workflows/clear-cache.yml +++ b/.github/workflows/clear-cache.yml @@ -11,6 +11,7 @@ permissions: jobs: clear-cache: + name: Clear cache runs-on: ubuntu-latest timeout-minutes: 10 steps: diff --git a/.github/workflows/combine-dependabot-prs.yml b/.github/workflows/combine-dependabot-prs.yml index d6ed8a030..803f2e1c1 100644 --- a/.github/workflows/combine-dependabot-prs.yml +++ b/.github/workflows/combine-dependabot-prs.yml @@ -12,8 +12,8 @@ permissions: jobs: combine-prs: + name: Combine runs-on: ubuntu-latest - steps: - name: combine-prs id: combine-prs diff --git a/.github/workflows/poetry-test.yml b/.github/workflows/poetry-test.yml index 139409d59..e8570d41a 100644 --- a/.github/workflows/poetry-test.yml +++ b/.github/workflows/poetry-test.yml @@ -12,6 +12,7 @@ on: jobs: poetry-tests: + name: Poetry install and check timeout-minutes: 10 strategy: fail-fast: false diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml index 041ef34e5..e57063a9e 100644 --- a/.github/workflows/publish-docs.yml +++ b/.github/workflows/publish-docs.yml @@ -21,6 +21,7 @@ permissions: jobs: deploy: + name: Publish Docs runs-on: ubuntu-latest timeout-minutes: 10 strategy: @@ -48,7 +49,7 @@ jobs: git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" - name: 🚀 Deploy Development Docs - if: github.event_name == 'push' && github.ref == 'refs/heads/develop' + if: (github.event_name == 'push' && github.ref == 'refs/heads/develop') || github.event_name == 'workflow_dispatch') run: | MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} poetry run mike deploy --push develop diff --git a/.github/workflows/publish-test.yml b/.github/workflows/publish-test.yml index b28354ec8..4b969a210 100644 --- a/.github/workflows/publish-test.yml +++ b/.github/workflows/publish-test.yml @@ -12,6 +12,7 @@ permissions: {} # Explicitly remove all permissions by default jobs: build-and-publish-pre-release: + name: Publish Pre-releasePackage runs-on: ubuntu-latest environment: release timeout-minutes: 10 diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 96d78ac6d..ebc2ff228 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -10,6 +10,7 @@ permissions: {} # Explicitly remove all permissions by default jobs: build-and-publish-pre-release: + name: Publish Release Package runs-on: ubuntu-latest environment: release timeout-minutes: 10 diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 507196627..6d12dd9f4 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -11,6 +11,7 @@ permissions: jobs: docs-build-test: + name: Test docs build runs-on: ubuntu-latest timeout-minutes: 10 strategy: diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 52ac6888e..a5167958c 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -10,7 +10,8 @@ permissions: pull-requests: write # Required for PR comments jobs: - build-dev-test: + pytest: + name: PyTest timeout-minutes: 10 strategy: matrix: From 47c98173eaff1ab3abdb98e8dcd8a2f78dfa75b5 Mon Sep 17 00:00:00 2001 From: Sachin Agarwal Date: Mon, 9 Dec 2024 08:56:51 -0500 Subject: [PATCH 64/75] Added codeowners --- .github/CODEOWNERS | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 .github/CODEOWNERS diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 000000000..b43a59073 --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1,6 @@ +# These owners will be the default owners for everything in +# the repo. They will be requested for review when someone +# opens a pull request. +* @SkalskiP @LinasKo @onuralpszr + + From 06f678e5d2d0e9a28aeafa29ebc84af18e3c39d4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 12 Dec 2024 16:48:58 +0000 Subject: [PATCH 65/75] =?UTF-8?q?fix(pre=5Fcommit):=20=F0=9F=8E=A8=20auto?= =?UTF-8?q?=20format=20pre-commit=20hooks?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .github/CODEOWNERS | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index b43a59073..b5d52a996 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -1,6 +1,4 @@ # These owners will be the default owners for everything in -# the repo. They will be requested for review when someone +# the repo. They will be requested for review when someone # opens a pull request. * @SkalskiP @LinasKo @onuralpszr - - From e6f29a45a374b1f10e85154a0ab4b5f86ab267cf Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Fri, 13 Dec 2024 00:28:00 +0000 Subject: [PATCH 66/75] :arrow_up: Bump ruff from 0.8.2 to 0.8.3 Bumps [ruff](https://github.com/astral-sh/ruff) from 0.8.2 to 0.8.3. - [Release notes](https://github.com/astral-sh/ruff/releases) - [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md) - [Commits](https://github.com/astral-sh/ruff/compare/0.8.2...0.8.3) --- updated-dependencies: - dependency-name: ruff dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- poetry.lock | 60 ++++++++++++++++++----------------------------------- 1 file changed, 20 insertions(+), 40 deletions(-) diff --git a/poetry.lock b/poetry.lock index 16eb09174..f9ab7fe07 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2962,34 +2962,14 @@ files = [ {file = "opencv_python-4.8.1.78-cp37-abi3-win_amd64.whl", hash = "sha256:b983197f97cfa6fcb74e1da1802c7497a6f94ed561aba6980f1f33123f904956"}, ] -[package.dependencies] -numpy = {version = ">=1.23.5", markers = "python_version >= \"3.11\""} - -[[package]] -name = "opencv-python" -version = "4.10.0.84" -description = "Wrapper package for OpenCV python bindings." -optional = false -python-versions = ">=3.6" -files = [ - {file = "opencv-python-4.10.0.84.tar.gz", hash = "sha256:72d234e4582e9658ffea8e9cae5b63d488ad06994ef12d81dc303b17472f3526"}, - {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc182f8f4cda51b45f01c64e4cbedfc2f00aff799debebc305d8d0210c43f251"}, - 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"pylint", "pytest", "tzdata", "validate-pyproject[all]"] + [[package]] name = "pytz" version = "2024.2" From c894a7a763631bfbe9b11a9e94d6a64516b15a30 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Fri, 13 Dec 2024 07:23:46 -0800 Subject: [PATCH 69/75] Fix release docs workflow file --- .github/workflows/publish-docs.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml index e57063a9e..c344099e9 100644 --- a/.github/workflows/publish-docs.yml +++ b/.github/workflows/publish-docs.yml @@ -49,7 +49,7 @@ jobs: git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com" - name: 🚀 Deploy Development Docs - if: (github.event_name == 'push' && github.ref == 'refs/heads/develop') || github.event_name == 'workflow_dispatch') + if: (github.event_name == 'push' && github.ref == 'refs/heads/develop') || github.event_name == 'workflow_dispatch' run: | MKDOCS_GIT_COMMITTERS_APIKEY=${{ secrets.GITHUB_TOKEN }} poetry run mike deploy --push develop From 55378df392808cad85d4b3a1fe7ff391c5d44ad4 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Fri, 13 Dec 2024 07:29:50 -0800 Subject: [PATCH 70/75] Update docs checkout to use fetch-depth: 0 --- .github/workflows/publish-docs.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/publish-docs.yml b/.github/workflows/publish-docs.yml index c344099e9..a38482fca 100644 --- a/.github/workflows/publish-docs.yml +++ b/.github/workflows/publish-docs.yml @@ -30,6 +30,8 @@ jobs: steps: - name: 📥 Checkout the repository uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + with: + fetch-depth: 0 - name: 🐍 Set up Python ${{ matrix.python-version }} uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 From 4b75b9bd825caff45d5775aa9fdb6a4741710253 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Fri, 13 Dec 2024 07:31:43 -0800 Subject: [PATCH 71/75] Update the test docs action too --- .github/workflows/test-doc.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/test-doc.yml b/.github/workflows/test-doc.yml index 6d12dd9f4..d5cd8acb0 100644 --- a/.github/workflows/test-doc.yml +++ b/.github/workflows/test-doc.yml @@ -20,6 +20,8 @@ jobs: steps: - name: 📥 Checkout the repository uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + with: + fetch-depth: 0 - name: 🐍 Set up Python ${{ matrix.python-version }} uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 From b8d62f6e2999c1630a08c6894f63618cddf94b04 Mon Sep 17 00:00:00 2001 From: Alex Norell Date: Fri, 13 Dec 2024 07:56:45 -0800 Subject: [PATCH 72/75] Update CODEOWNERS --- .github/CODEOWNERS | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index b5d52a996..6e7fcd59e 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -1,4 +1,4 @@ # These owners will be the default owners for everything in # the repo. They will be requested for review when someone # opens a pull request. -* @SkalskiP @LinasKo @onuralpszr +* @SkalskiP @onuralpszr From 092085efb110337592f4259c9643a377ca65c164 Mon Sep 17 00:00:00 2001 From: Anirudh Date: Sat, 14 Dec 2024 14:59:58 -0500 Subject: [PATCH 73/75] fix: allow negative offsets in move_masks function (#1715) --- supervision/detection/utils.py | 49 +++++++++++++++++----- test/detection/test_utils.py | 75 ++++++++++++++++++++++++++++++++++ 2 files changed, 114 insertions(+), 10 deletions(-) diff --git a/supervision/detection/utils.py b/supervision/detection/utils.py index a2cbd87bd..48340a32d 100644 --- a/supervision/detection/utils.py +++ b/supervision/detection/utils.py @@ -720,25 +720,54 @@ def move_masks( masks (npt.NDArray[np.bool_]): A 3D array of binary masks corresponding to the predictions. Shape: `(N, H, W)`, where N is the number of predictions, and H, W are the dimensions of each mask. - offset (npt.NDArray[np.int32]): An array of shape `(2,)` containing non-negative - int values `[dx, dy]`. + offset (npt.NDArray[np.int32]): An array of shape `(2,)` containing int values + `[dx, dy]`. Supports both positive and negative values for bidirectional + movement. resolution_wh (Tuple[int, int]): The width and height of the desired mask resolution. Returns: (npt.NDArray[np.bool_]) repositioned masks, optionally padded to the specified shape. - """ - if offset[0] < 0 or offset[1] < 0: - raise ValueError(f"Offset values must be non-negative integers. Got: {offset}") + Examples: + ```python + import numpy as np + import supervision as sv + + # Create a sample mask + mask = np.zeros((1, 4, 4), dtype=bool) + mask[0, 1:3, 1:3] = True + # Move mask left and up + offset = np.array([-1, -1]) + moved_mask = sv.move_masks(mask, offset, resolution_wh=(4, 4)) + + # Move mask right and down + offset = np.array([1, 1]) + moved_mask = sv.move_masks(mask, offset, resolution_wh=(4, 4)) + ``` + """ mask_array = np.full((masks.shape[0], resolution_wh[1], resolution_wh[0]), False) - mask_array[ - :, - offset[1] : masks.shape[1] + offset[1], - offset[0] : masks.shape[2] + offset[0], - ] = masks + + # For negative offsets, copying starting portion of mask + if offset[0] <= 0 and offset[1] <= 0: + w = min( + masks.shape[2], resolution_wh[0] + offset[0] + ) # How much to copy horizontally + h = min( + masks.shape[1], resolution_wh[1] + offset[1] + ) # How much to copy vertically + + mask_array[:, 0:h, 0:w] = masks[:, 0:h, 0:w] + else: + # For positive offsets, using original logic + w = min(masks.shape[2], resolution_wh[0] - offset[0]) + h = min(masks.shape[1], resolution_wh[1] - offset[1]) + + mask_array[:, offset[1] : offset[1] + h, offset[0] : offset[0] + w] = masks[ + :, 0:h, 0:w + ] return mask_array diff --git a/test/detection/test_utils.py b/test/detection/test_utils.py index 87e50f6a4..812d0b28c 100644 --- a/test/detection/test_utils.py +++ b/test/detection/test_utils.py @@ -16,6 +16,7 @@ merge_data, merge_metadata, move_boxes, + move_masks, process_roboflow_result, scale_boxes, xcycwh_to_xyxy, @@ -442,6 +443,80 @@ def test_move_boxes( assert np.array_equal(result, expected_result) +@pytest.mark.parametrize( + "masks, offset, resolution_wh, expected_result, exception", + [ + # Test case 1: Positive offset (existing behavior) + ( + np.array([[[True, True], [True, True]]]), + np.array([1, 1]), + (3, 3), + np.array( + [[[False, False, False], [False, True, True], [False, True, True]]] + ), + DoesNotRaise(), + ), + # Test case 2: Negative offset (new behavior) + ( + np.array([[[True, True], [True, True]]]), + np.array([-1, -1]), + (3, 3), + np.array( + [[[True, True, False], [True, True, False], [False, False, False]]] + ), + DoesNotRaise(), + ), + # Test case 3: Zero offset + ( + np.array([[[True, True], [True, True]]]), + np.array([0, 0]), + (2, 2), + np.array([[[True, True], [True, True]]]), + DoesNotRaise(), + ), + # Test case 4: Partial out of bounds (positive) + ( + np.array([[[True, True], [True, True]]]), + np.array([1, 1]), + (2, 2), + np.array([[[False, False], [False, True]]]), + DoesNotRaise(), + ), + # Test case 5: Partial out of bounds (negative) + ( + np.array([[[True, True], [True, True]]]), + np.array([-1, -1]), + (2, 2), + np.array([[[True, False], [False, False]]]), + DoesNotRaise(), + ), + # Test case 6: Multiple masks + ( + np.array([[[True, True], [True, True]], [[True, False], [False, True]]]), + np.array([1, 1]), + (3, 3), + np.array( + [ + [[False, False, False], [False, True, True], [False, True, True]], + [[False, False, False], [False, True, False], [False, False, True]], + ] + ), + DoesNotRaise(), + ), + ], +) +def test_move_masks( + masks: np.ndarray, + offset: np.ndarray, + resolution_wh: Tuple[int, int], + expected_result: np.ndarray, + exception: Exception, +) -> None: + with exception: + result = move_masks(masks=masks, offset=offset, resolution_wh=resolution_wh) + np.testing.assert_array_equal(result, expected_result) + + @pytest.mark.parametrize( "xyxy, factor, expected_result, exception", [ From b46607638313b60668d99a555e8292e6cde8f239 Mon Sep 17 00:00:00 2001 From: SkalskiP Date: Mon, 16 Dec 2024 14:27:13 +0100 Subject: [PATCH 74/75] making sure code works with mixed offset like [2, -2]; dostring updates --- supervision/detection/utils.py | 67 +++++++++------- test/detection/test_utils.py | 138 ++++++++++++++++++++++++--------- 2 files changed, 141 insertions(+), 64 deletions(-) diff --git a/supervision/detection/utils.py b/supervision/detection/utils.py index 48340a32d..3f5e72334 100644 --- a/supervision/detection/utils.py +++ b/supervision/detection/utils.py @@ -735,39 +735,54 @@ def move_masks( import numpy as np import supervision as sv - # Create a sample mask - mask = np.zeros((1, 4, 4), dtype=bool) - mask[0, 1:3, 1:3] = True + mask = np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool) - # Move mask left and up - offset = np.array([-1, -1]) - moved_mask = sv.move_masks(mask, offset, resolution_wh=(4, 4)) - - # Move mask right and down offset = np.array([1, 1]) - moved_mask = sv.move_masks(mask, offset, resolution_wh=(4, 4)) + sv.move_masks(mask, offset, resolution_wh=(4, 4)) + # array([[[False, False, False, False], + # [False, False, False, False], + # [False, False, True, True], + # [False, False, True, True]]], dtype=bool) + + offset = np.array([-2, 2]) + sv.move_masks(mask, offset, resolution_wh=(4, 4)) + # array([[[False, False, False, False], + # [False, False, False, False], + # [False, False, False, False], + # [True, False, False, False]]], dtype=bool) ``` """ mask_array = np.full((masks.shape[0], resolution_wh[1], resolution_wh[0]), False) - # For negative offsets, copying starting portion of mask - if offset[0] <= 0 and offset[1] <= 0: - w = min( - masks.shape[2], resolution_wh[0] + offset[0] - ) # How much to copy horizontally - h = min( - masks.shape[1], resolution_wh[1] + offset[1] - ) # How much to copy vertically - - mask_array[:, 0:h, 0:w] = masks[:, 0:h, 0:w] + if offset[0] < 0: + source_x_start = -offset[0] + source_x_end = min(masks.shape[2], resolution_wh[0] - offset[0]) + destination_x_start = 0 + destination_x_end = min(resolution_wh[0], masks.shape[2] + offset[0]) else: - # For positive offsets, using original logic - w = min(masks.shape[2], resolution_wh[0] - offset[0]) - h = min(masks.shape[1], resolution_wh[1] - offset[1]) - - mask_array[:, offset[1] : offset[1] + h, offset[0] : offset[0] + w] = masks[ - :, 0:h, 0:w - ] + source_x_start = 0 + source_x_end = min(masks.shape[2], resolution_wh[0] - offset[0]) + destination_x_start = offset[0] + destination_x_end = offset[0] + source_x_end - source_x_start + + if offset[1] < 0: + source_y_start = -offset[1] + source_y_end = min(masks.shape[1], resolution_wh[1] - offset[1]) + destination_y_start = 0 + destination_y_end = min(resolution_wh[1], masks.shape[1] + offset[1]) + else: + source_y_start = 0 + source_y_end = min(masks.shape[1], resolution_wh[1] - offset[1]) + destination_y_start = offset[1] + destination_y_end = offset[1] + source_y_end - source_y_start + + if source_x_end > source_x_start and source_y_end > source_y_start: + mask_array[:, destination_y_start:destination_y_end, + destination_x_start:destination_x_end] = \ + masks[:, source_y_start:source_y_end, source_x_start:source_x_end] return mask_array diff --git a/test/detection/test_utils.py b/test/detection/test_utils.py index 812d0b28c..721fb2aca 100644 --- a/test/detection/test_utils.py +++ b/test/detection/test_utils.py @@ -446,61 +446,123 @@ def test_move_boxes( @pytest.mark.parametrize( "masks, offset, resolution_wh, expected_result, exception", [ - # Test case 1: Positive offset (existing behavior) ( - np.array([[[True, True], [True, True]]]), - np.array([1, 1]), - (3, 3), - np.array( - [[[False, False, False], [False, True, True], [False, True, True]]] - ), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([0, 0]), + (4, 4), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), DoesNotRaise(), ), - # Test case 2: Negative offset (new behavior) ( - np.array([[[True, True], [True, True]]]), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), np.array([-1, -1]), - (3, 3), - np.array( - [[[True, True, False], [True, True, False], [False, False, False]]] - ), + (4, 4), + np.array([[[ True, True, False, False], + [ True, True, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), DoesNotRaise(), ), - # Test case 3: Zero offset ( - np.array([[[True, True], [True, True]]]), - np.array([0, 0]), - (2, 2), - np.array([[[True, True], [True, True]]]), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([-2, -2]), + (4, 4), + np.array([[[ True, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), DoesNotRaise(), ), - # Test case 4: Partial out of bounds (positive) ( - np.array([[[True, True], [True, True]]]), - np.array([1, 1]), - (2, 2), - np.array([[[False, False], [False, True]]]), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([-3, -3]), + (4, 4), + np.array([[[False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), DoesNotRaise(), ), - # Test case 5: Partial out of bounds (negative) ( - np.array([[[True, True], [True, True]]]), - np.array([-1, -1]), - (2, 2), - np.array([[[True, False], [False, False]]]), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([-2, -1]), + (4, 4), + np.array([[[ True, False, False, False], + [ True, False, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), DoesNotRaise(), ), - # Test case 6: Multiple masks ( - np.array([[[True, True], [True, True]], [[True, False], [False, True]]]), - np.array([1, 1]), - (3, 3), - np.array( - [ - [[False, False, False], [False, True, True], [False, True, True]], - [[False, False, False], [False, True, False], [False, False, True]], - ] - ), + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([-1, -2]), + (4, 4), + np.array([[[ True, True, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), + DoesNotRaise(), + ), + ( + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([-2, 2]), + (4, 4), + np.array([[[False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [ True, False, False, False]]], dtype=bool), + DoesNotRaise(), + ), + ( + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([3, 3]), + (4, 4), + np.array([[[False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False]]], dtype=bool), + DoesNotRaise(), + ), + ( + np.array([[[False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False]]], dtype=bool), + np.array([3, 3]), + (6, 6), + np.array([[[False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, True, True], + [False, False, False, False, True, True]]], dtype=bool), DoesNotRaise(), ), ], From 63392ab6403e248e3c1c60d6eb59ef59649f4153 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 16 Dec 2024 13:27:36 +0000 Subject: [PATCH 75/75] =?UTF-8?q?fix(pre=5Fcommit):=20=F0=9F=8E=A8=20auto?= =?UTF-8?q?=20format=20pre-commit=20hooks?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- supervision/detection/utils.py | 10 +- test/detection/test_utils.py | 274 ++++++++++++++++++++++++--------- 2 files changed, 206 insertions(+), 78 deletions(-) diff --git a/supervision/detection/utils.py b/supervision/detection/utils.py index 3f5e72334..0d5ec475e 100644 --- a/supervision/detection/utils.py +++ b/supervision/detection/utils.py @@ -747,7 +747,7 @@ def move_masks( # [False, False, True, True], # [False, False, True, True]]], dtype=bool) - offset = np.array([-2, 2]) + offset = np.array([-2, 2]) sv.move_masks(mask, offset, resolution_wh=(4, 4)) # array([[[False, False, False, False], # [False, False, False, False], @@ -780,9 +780,11 @@ def move_masks( destination_y_end = offset[1] + source_y_end - source_y_start if source_x_end > source_x_start and source_y_end > source_y_start: - mask_array[:, destination_y_start:destination_y_end, - destination_x_start:destination_x_end] = \ - masks[:, source_y_start:source_y_end, source_x_start:source_x_end] + mask_array[ + :, + destination_y_start:destination_y_end, + destination_x_start:destination_x_end, + ] = masks[:, source_y_start:source_y_end, source_x_start:source_x_end] return mask_array diff --git a/test/detection/test_utils.py b/test/detection/test_utils.py index 721fb2aca..d93c72c83 100644 --- a/test/detection/test_utils.py +++ b/test/detection/test_utils.py @@ -447,122 +447,248 @@ def test_move_boxes( "masks, offset, resolution_wh, expected_result, exception", [ ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([0, 0]), (4, 4), - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-1, -1]), (4, 4), - np.array([[[ True, True, False, False], - [ True, True, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [True, True, False, False], + [True, True, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-2, -2]), (4, 4), - np.array([[[ True, False, False, False], - [False, False, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [True, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-3, -3]), (4, 4), - np.array([[[False, False, False, False], - [False, False, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-2, -1]), (4, 4), - np.array([[[ True, False, False, False], - [ True, False, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [True, False, False, False], + [True, False, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-1, -2]), (4, 4), - np.array([[[ True, True, False, False], - [False, False, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [True, True, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([-2, 2]), (4, 4), - np.array([[[False, False, False, False], - [False, False, False, False], - [False, False, False, False], - [ True, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [True, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([3, 3]), (4, 4), - np.array([[[False, False, False, False], - [False, False, False, False], - [False, False, False, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ( - np.array([[[False, False, False, False], - [False, True, True, False], - [False, True, True, False], - [False, False, False, False]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False], + [False, True, True, False], + [False, True, True, False], + [False, False, False, False], + ] + ], + dtype=bool, + ), np.array([3, 3]), (6, 6), - np.array([[[False, False, False, False, False, False], - [False, False, False, False, False, False], - [False, False, False, False, False, False], - [False, False, False, False, False, False], - [False, False, False, False, True, True], - [False, False, False, False, True, True]]], dtype=bool), + np.array( + [ + [ + [False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, False, False], + [False, False, False, False, True, True], + [False, False, False, False, True, True], + ] + ], + dtype=bool, + ), DoesNotRaise(), ), ],