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authorskal <pascal.massimino@gmail.com>2026-03-22 11:16:51 +0100
committerskal <pascal.massimino@gmail.com>2026-03-22 11:16:51 +0100
commitbce23b0deb33cadd54d01765576965c3cfb96d69 (patch)
treed5d7e6ebde634e99eb812b3dbd5408bb5115b295 /cnn_v3/docs
parente6d847b711d68c9eeaa589e632b8f6edf9fec2f2 (diff)
docs(cnn_v3): add uv inline deps to train_cnn_v3.py + HOW_TO_CNN note
handoff(Gemini): train_cnn_v3.py now has uv script metadata block (torch, torchvision, numpy, pillow, opencv-python). HOW_TO_CNN §2 Prerequisites updated with uv quick-start alternative.
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-rw-r--r--cnn_v3/docs/HOW_TO_CNN.md7
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diff --git a/cnn_v3/docs/HOW_TO_CNN.md b/cnn_v3/docs/HOW_TO_CNN.md
index 4e64d23..020f79c 100644
--- a/cnn_v3/docs/HOW_TO_CNN.md
+++ b/cnn_v3/docs/HOW_TO_CNN.md
@@ -289,6 +289,13 @@ pip install torch torchvision pillow numpy opencv-python
cd cnn_v3/training
```
+**With `uv` (no pip needed):** dependencies are declared inline in `train_cnn_v3.py`
+and installed automatically on first run:
+```bash
+cd cnn_v3/training
+uv run train_cnn_v3.py --input dataset/ --epochs 1 --patch-size 32 --detector random
+```
+
### Quick-start commands
**Smoke test — 1 epoch, validates end-to-end without GPU:**