| { | |
| "evaluator": { | |
| "tool": "ultralytics/yolov5 val.py", | |
| "yolov5_version_string": "YOLOv5 v7.0-460-g3fb11111", | |
| "yolov5_git_commit": "3fb11111c6a8088fbc91430a1f99d207c16f0620", | |
| "python": "3.13.5", | |
| "torch": "2.10.0+cpu", | |
| "device": "cpu" | |
| }, | |
| "dataset_scan": { | |
| "images": 5000, | |
| "instances": 36335, | |
| "backgrounds": 48, | |
| "corrupt": 0 | |
| }, | |
| "metrics": { | |
| "precision": 0.672, | |
| "recall": 0.519, | |
| "map50": 0.566, | |
| "map50_95": 0.371 | |
| }, | |
| "pycocotools": { | |
| "ap_50_95": 0.374, | |
| "ap_50": 0.571, | |
| "ap_75": 0.402, | |
| "ap_small_50_95": 0.212, | |
| "ap_medium_50_95": 0.423, | |
| "ap_large_50_95": 0.49, | |
| "ar_50_95_maxdet_1": 0.311, | |
| "ar_50_95_maxdet_10": 0.515, | |
| "ar_50_95_maxdet_100": 0.566 | |
| }, | |
| "runtime": { | |
| "preprocess_ms_per_image": 0.4, | |
| "inference_ms_per_image": 38.4, | |
| "nms_ms_per_image": 3.1, | |
| "batch_size": 32, | |
| "imgsz": 640 | |
| }, | |
| "artifacts": { | |
| "yolov5_predictions_json": "receipt_bundle/raw/yolov5s_predictions.json", | |
| "yolov5_runs_dir_source": "C:/loko_release_gate/yolov5/runs/val/exp" | |
| }, | |
| "notes": "Run A baseline evaluation completed successfully; decision recorded in release_certificate.json." | |
| } | |