lgd-cards-gen2 / metrics.json
sroot's picture
Publish gen2 weights (day-1 video) + standardized card
28cd9b3 verified
Raw
History Blame Contribute Delete
9.19 kB
{
"kind": "card",
"epochs": 40,
"patience": 15,
"imgsz": 640,
"boxes": "pip",
"tiles": "2x2",
"rescue": true,
"base_model": "yolo11s.pt",
"pseudo_label_model": "rf_ow27d_v4.onnx",
"classes": 52,
"real_frames": 0,
"real_train": 0,
"real_val": 0,
"bursts": 0,
"train_images": 0,
"oversample": 40,
"rescued_frames": 0,
"skipped_no_boxes": 0,
"labels_covered": [],
"extra_data": [
{
"dir": "/home/novakj/projects/casino-table-monitor/vision/data/video_real",
"train_images": 3112,
"val_images": 445
}
],
"map50_real": 0.8088,
"map50_95_real": 0.6878,
"test_eval": null,
"video_test_eval": {
"grid": "auto(6x4@3840x2160)",
"reference_model": "rf_ow27d_v4.onnx",
"candidate": {
"frames": 117,
"threshold": 50.0,
"grid": "auto(6x4@3840x2160)",
"label_rows_skipped": 0,
"gt_boxes": 859,
"detections": 967,
"recall": 0.6799,
"precision_proxy": 0.6039,
"per_label": {
"10C": {
"boxes": 6,
"recall": 0.3333
},
"10D": {
"boxes": 1,
"recall": 1.0
},
"10H": {
"boxes": 12,
"recall": 0.25
},
"10S": {
"boxes": 13,
"recall": 0.4615
},
"2C": {
"boxes": 27,
"recall": 0.7037
},
"2D": {
"boxes": 20,
"recall": 0.05
},
"2H": {
"boxes": 20,
"recall": 0.75
},
"2S": {
"boxes": 23,
"recall": 0.913
},
"3C": {
"boxes": 19,
"recall": 0.8947
},
"3D": {
"boxes": 4,
"recall": 0.5
},
"3H": {
"boxes": 14,
"recall": 0.6429
},
"3S": {
"boxes": 11,
"recall": 0.5455
},
"4C": {
"boxes": 13,
"recall": 0.8462
},
"4D": {
"boxes": 13,
"recall": 0.4615
},
"4H": {
"boxes": 5,
"recall": 1.0
},
"4S": {
"boxes": 42,
"recall": 0.7857
},
"5C": {
"boxes": 39,
"recall": 0.2564
},
"5D": {
"boxes": 1,
"recall": 0.0
},
"5H": {
"boxes": 27,
"recall": 0.4444
},
"5S": {
"boxes": 12,
"recall": 0.75
},
"6C": {
"boxes": 21,
"recall": 0.5714
},
"6D": {
"boxes": 15,
"recall": 1.0
},
"6H": {
"boxes": 16,
"recall": 0.9375
},
"6S": {
"boxes": 13,
"recall": 0.3077
},
"7C": {
"boxes": 20,
"recall": 0.5
},
"7D": {
"boxes": 4,
"recall": 1.0
},
"7H": {
"boxes": 14,
"recall": 0.7857
},
"7S": {
"boxes": 49,
"recall": 0.8367
},
"8C": {
"boxes": 7,
"recall": 0.5714
},
"8D": {
"boxes": 12,
"recall": 1.0
},
"8H": {
"boxes": 13,
"recall": 0.1538
},
"8S": {
"boxes": 38,
"recall": 0.5
},
"9C": {
"boxes": 22,
"recall": 0.7273
},
"9D": {
"boxes": 16,
"recall": 1.0
},
"9H": {
"boxes": 14,
"recall": 0.8571
},
"9S": {
"boxes": 29,
"recall": 0.8621
},
"AC": {
"boxes": 4,
"recall": 0.0
},
"AD": {
"boxes": 3,
"recall": 0.0
},
"AS": {
"boxes": 15,
"recall": 0.6667
},
"JC": {
"boxes": 23,
"recall": 0.3478
},
"JD": {
"boxes": 14,
"recall": 0.9286
},
"JH": {
"boxes": 13,
"recall": 0.6923
},
"JS": {
"boxes": 36,
"recall": 1.0
},
"KC": {
"boxes": 13,
"recall": 0.4615
},
"KD": {
"boxes": 19,
"recall": 1.0
},
"KH": {
"boxes": 11,
"recall": 1.0
},
"KS": {
"boxes": 4,
"recall": 0.75
},
"QC": {
"boxes": 12,
"recall": 0.5833
},
"QD": {
"boxes": 19,
"recall": 0.6316
},
"QH": {
"boxes": 17,
"recall": 1.0
},
"QS": {
"boxes": 31,
"recall": 0.871
}
}
},
"reference": {
"frames": 117,
"threshold": 50.0,
"grid": "auto(6x4@3840x2160)",
"label_rows_skipped": 0,
"gt_boxes": 859,
"detections": 800,
"recall": 0.539,
"precision_proxy": 0.5787,
"per_label": {
"10C": {
"boxes": 6,
"recall": 0.3333
},
"10D": {
"boxes": 1,
"recall": 1.0
},
"10H": {
"boxes": 12,
"recall": 0.0
},
"10S": {
"boxes": 13,
"recall": 0.3077
},
"2C": {
"boxes": 27,
"recall": 0.5556
},
"2D": {
"boxes": 20,
"recall": 0.0
},
"2H": {
"boxes": 20,
"recall": 0.65
},
"2S": {
"boxes": 23,
"recall": 0.8696
},
"3C": {
"boxes": 19,
"recall": 0.0
},
"3D": {
"boxes": 4,
"recall": 0.5
},
"3H": {
"boxes": 14,
"recall": 0.0714
},
"3S": {
"boxes": 11,
"recall": 0.1818
},
"4C": {
"boxes": 13,
"recall": 0.6923
},
"4D": {
"boxes": 13,
"recall": 0.6923
},
"4H": {
"boxes": 5,
"recall": 1.0
},
"4S": {
"boxes": 42,
"recall": 0.4286
},
"5C": {
"boxes": 39,
"recall": 0.6667
},
"5D": {
"boxes": 1,
"recall": 1.0
},
"5H": {
"boxes": 27,
"recall": 0.4074
},
"5S": {
"boxes": 12,
"recall": 0.5
},
"6C": {
"boxes": 21,
"recall": 0.619
},
"6D": {
"boxes": 15,
"recall": 0.5333
},
"6H": {
"boxes": 16,
"recall": 0.625
},
"6S": {
"boxes": 13,
"recall": 0.4615
},
"7C": {
"boxes": 20,
"recall": 0.5
},
"7D": {
"boxes": 4,
"recall": 0.5
},
"7H": {
"boxes": 14,
"recall": 0.5714
},
"7S": {
"boxes": 49,
"recall": 0.4286
},
"8C": {
"boxes": 7,
"recall": 0.2857
},
"8D": {
"boxes": 12,
"recall": 0.1667
},
"8H": {
"boxes": 13,
"recall": 0.4615
},
"8S": {
"boxes": 38,
"recall": 0.2368
},
"9C": {
"boxes": 22,
"recall": 0.7273
},
"9D": {
"boxes": 16,
"recall": 0.4375
},
"9H": {
"boxes": 14,
"recall": 0.7857
},
"9S": {
"boxes": 29,
"recall": 0.7586
},
"AC": {
"boxes": 4,
"recall": 0.0
},
"AD": {
"boxes": 3,
"recall": 1.0
},
"AS": {
"boxes": 15,
"recall": 0.6
},
"JC": {
"boxes": 23,
"recall": 0.2609
},
"JD": {
"boxes": 14,
"recall": 0.7143
},
"JH": {
"boxes": 13,
"recall": 1.0
},
"JS": {
"boxes": 36,
"recall": 0.9167
},
"KC": {
"boxes": 13,
"recall": 0.3077
},
"KD": {
"boxes": 19,
"recall": 0.6316
},
"KH": {
"boxes": 11,
"recall": 0.8182
},
"KS": {
"boxes": 4,
"recall": 0.75
},
"QC": {
"boxes": 12,
"recall": 0.6667
},
"QD": {
"boxes": 19,
"recall": 0.6842
},
"QH": {
"boxes": 17,
"recall": 0.8235
},
"QS": {
"boxes": 31,
"recall": 0.9032
}
}
},
"beats_reference": true
},
"seconds": 12602.8,
"note": "map50 = held-out captured labels only; test_eval on the frozen real split is the serve-comparable number"
}