# ScoreVision R11 backup

Snapshot of R11 (grub deployment) preserved for rollback in case R12 (cod) underperforms.

- **Source revision (from nexu02/ScoreVision):** a21200f176715f2638d4f4ed16d8e72bafe6f1d6 (commit 2026-05-29 23:28:27 UTC)
- **Grub chute_id (now deleted):** 954196d5-2faf-542a-a978-05022c449b2d
- **Element:** manak0/Detect-beverage-detect
- **Training base:** YOLO11s + manual labels (100 images)
- **Last observed mean score:** 0.499 (15 windows ending block ~8298300)

## Files
- `weights.onnx` — FP16 ONNX export, 19.25 MB
- `miner.py` — chute predict handler (navierstocks template)
- `chute_config.yml` — onnxruntime-gpu config

## To revert
1. Re-deploy with these artifacts via `sv deploy-os-miner --model-path <local_copy>`
2. Or pull from this repo: `huggingface-cli download nexu02/ScoreVision-R11`