From 76e2b10f728a6d1cd9d9f157bf9001b5e288bb11 Mon Sep 17 00:00:00 2001
From: Mehul Goel <mehulgoel873@gmail.com>
Date: Mon, 30 Dec 2024 22:26:18 -0800
Subject: [PATCH] initial vision test, pc

---
 .gitignore                  |   3 ++-
 vision-requirements.txt     |   1 +
 vision/ultralytics-train.py |   8 ++++++++
 vision/yolo11n.pt           | Bin 0 -> 5613764 bytes
 4 files changed, 11 insertions(+), 1 deletion(-)
 create mode 100644 vision-requirements.txt
 create mode 100644 vision/ultralytics-train.py
 create mode 100644 vision/yolo11n.pt

diff --git a/.gitignore b/.gitignore
index 61bda684..6c881e87 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,4 +6,5 @@ docker-compose.yml~
 *TEMP_DO_NOT_EDIT.txt
 rb_ws/src/buggy/bags/*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
 *.bag
-vision/data/*
\ No newline at end of file
+vision/data/*
+.vision/*
\ No newline at end of file
diff --git a/vision-requirements.txt b/vision-requirements.txt
new file mode 100644
index 00000000..c6856f7d
--- /dev/null
+++ b/vision-requirements.txt
@@ -0,0 +1 @@
+ultralytics
\ No newline at end of file
diff --git a/vision/ultralytics-train.py b/vision/ultralytics-train.py
new file mode 100644
index 00000000..9e67c6a3
--- /dev/null
+++ b/vision/ultralytics-train.py
@@ -0,0 +1,8 @@
+from ultralytics import YOLO
+
+# Load a model
+model = YOLO("yolo11n.pt")  # load a pretrained model (recommended for training)
+
+# Train the model with MPS
+results = model.train(data="/Users/mehulgoel/Documents/robobuggy-software/vision/data/Buggy Vision.v1i.yolov11/data.yaml", epochs=100, imgsz=640, device="mps")
+print(results)
\ No newline at end of file
diff --git a/vision/yolo11n.pt b/vision/yolo11n.pt
new file mode 100644
index 0000000000000000000000000000000000000000..45b273b46165267f2d4c90df94468b547f43cf67
GIT binary patch
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