Adjust README content

Author: shurkanTwo

README.md

@@ -28,36 +28,19 @@ This project is source-available and proprietary. See `LICENSE` for details.
 The HTML report is static and self-contained with local assets. It is safe to
 open directly in a browser.
 
-## Quick start
+## Quick start (Windows)
 
-### Windows (PowerShell)
+Prebuilt Windows `.exe` releases are generated automatically via a GitHub Action.
 
-1. `py -3.12 -m venv .venv-3.12`
-2. `.\\.venv-3.12\\Scripts\\Activate.ps1`
-3. git bash: source .venv-3.12/Scripts/activate
-4. Install uv: `curl -LsSf https://astral.sh/uv/install.sh | sh`
-5. `uv pip install -r requirements.txt`
-6. Run `python -m src.gui`, open the Configuration tab, set `input_dir`, and Save (writes `config.yaml`)
-7. `python -m src.main analyze --config config.yaml`
-   - Outputs land in `input_dir\\analysis` (`analysis.json`, `report.html`, `report.css`, `report.js`).
+## CLI usage
 
-### WSL2 (dev only, Windows run-time)
-
-Use WSL2 for development tasks (linting, formatting, tests). Run the app itself from Windows.
-
-1. `sudo apt update && sudo apt install python3.12 python3.12-venv build-essential python3.12-dev`
-2. `python3.12 -m venv .venv-3.12 && source .venv-3.12/bin/activate`
-3. Install uv: `curl -LsSf https://astral.sh/uv/install.sh | sh` then `source ~/.profile`
-4. `uv pip install -r requirements.txt`
-5. Dev checks: `python -m compileall src` and `black src`
-
-## Commands
+### Commands
 
 - `python -m src.main scan --config config.yaml` — scan input directory for `.ARW` files (+EXIF if `--json`).
 - `python -m src.main analyze --config config.yaml` — score frames, mark duplicates, and write the report.
 - `python -m src.main decisions --apply` — move files into keep/discard subfolders based on `analysis/decisions.json`.
 
-## Outputs
+### Outputs
 
 By default, outputs are stored under `input_dir`:
 
@@ -68,22 +51,21 @@ By default, outputs are stored under `input_dir`:
 - `previews/` — generated preview images.
 - `output/keep` and `output/discard` — results of applying decisions.
 
-## GUI (optional)
+### GUI (optional)
 
 - `python -m src.gui` — launch a simple desktop UI to run scan input directory, analyze, and decisions steps (analysis generates previews automatically).
 - Use the Configuration tab to edit settings (thresholds, face detection, etc.) and Save to `config.yaml`.
 
-## Configuration
+### Configuration
 
 - Defaults live in the app/GUI; use the Configuration tab to save `config.yaml`.
 - `preview` block controls preview size/format; `analysis` block tunes thresholds.
 - Analysis outputs are written under `input_dir/analysis`; previews under `input_dir/previews` and keep/discard moves under `input_dir/output`.
 - Set `input_dir` to a Windows path (for example, `D:\photos\shoot1`).
 
-## Face detection (optional)
+### Face detection (optional)
 
 - Mediapipe (default) and InsightFace are installed via `requirements.txt`; enable with `analysis.face.enabled: true`.
-- GPU users on Windows may need CUDA/CUDNN on `PATH` (e.g., `C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\bin` and CUDNN `bin`).
 
 ## Dependencies and optional features
 
@@ -92,11 +74,34 @@ By default, outputs are stored under `input_dir`:
 - `scikit-image` — optional SSIM/PSNR similarity details in duplicate reasons.
 - `mediapipe` or `insightface` — optional face detection backend.
 
-## Style and testing
+## Development notes
+
+### Windows (PowerShell)
+
+1. `py -3.12 -m venv .venv-3.12`
+2. `.\\.venv-3.12\\Scripts\\Activate.ps1`
+3. git bash: source .venv-3.12/Scripts/activate
+4. Install uv: `curl -LsSf https://astral.sh/uv/install.sh | sh`
+5. `uv pip install -r requirements.txt`
+6. Run `python -m src.gui`, open the Configuration tab, set `input_dir`, and Save (writes `config.yaml`)
+7. `python -m src.main analyze --config config.yaml`
+   - Outputs land in `input_dir\\analysis` (`analysis.json`, `report.html`, `report.css`, `report.js`).
+
+### WSL2 (dev only, Windows run-time)
+
+Use WSL2 for development tasks (linting, formatting, tests). Run the app itself from Windows.
+
+1. `sudo apt update && sudo apt install python3.12 python3.12-venv build-essential python3.12-dev`
+2. `python3.12 -m venv .venv-3.12 && source .venv-3.12/bin/activate`
+3. Install uv: `curl -LsSf https://astral.sh/uv/install.sh | sh` then `source ~/.profile`
+4. `uv pip install -r requirements.txt`
+5. Dev checks: `python -m compileall src` and `black src`
+
+### Style and testing
 
 - Follow `CODING_STANDARDS.md`; format with `black src`.
 - Fast sanity check: `python3 -m compileall src`.
 
 ## Credits
 
-- Built collaboratively with OpenAI GPT-5.1-Codex-Max via vibe coding sessions.
+- Built collaboratively with OpenAI GPT-5.1-Codex-Max and GPT-5.2-Codex via vibe coding sessions.