README.md

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