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Add pre-exported ONNX models for all four detection sizes: - yolo26n.onnx (9.5 MB) — nano (already shipped) - yolo26s.onnx (37 MB) — small - yolo26m.onnx (78 MB) — medium - yolo26l.onnx (95 MB) — large Each includes a companion _names.json with COCO 80 class labels. Eliminates torch/ultralytics dependency for all model sizes.
This reverts commit df7b4b8.
- Revert shipping s/m/l ONNX models in repo (~210MB saved)
- Keep only yolo26n.onnx (9.5MB) shipped for zero-config default
- Add _download_onnx_from_hf() for s/m/l: downloads from
onnx-community/yolo26{s,m,l}-ONNX on first use
- Uses stdlib urllib (no extra dependencies)
- Auto-copies class names from shipped yolo26n_names.json
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