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run 2026-09-28_alc-v1: promoted by the gate after the mask-term fix (F1 +0.045, mask score 0.678 -> 0.710)
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jungfrau committed 2026-09-28 19:18:27 +02:00
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commit 7bfd799c26
6 files changed
+207 -14
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models/active/production.json
+18 -3
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@@ -1,5 +1,20 @@
{
"version": "yolo26n-seg-overlap-false-2026-04-12",
"export": "model_nms.engine",
"promoted_on": "2026-04-13"
"version": "yolo26n-seg-alc-v1-2026-09-28",
"export": "weights.pt",
"promoted_on": "2026-09-28",
"promoted_by": "gate",
"run": "2026-09-28_alc-v1",
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": 0.0327,
"mask_score": 0.7103,
"mask_score_baseline": 0.6775,
"matched_only_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": true
}
}
models/registry/yolo26n-seg-alc-v1-2026-09-28/gold_report.json
+5 -2
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@@ -80,11 +80,14 @@
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"mask_iou_delta": 0.0327,
"mask_score": 0.7103,
"mask_score_baseline": 0.6775,
"matched_only_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
"pass": true
}
}
models/registry/yolo26n-seg-alc-v1-2026-09-28/metadata.json
+5 -2
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@@ -38,11 +38,14 @@
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"mask_iou_delta": 0.0327,
"mask_score": 0.7103,
"mask_score_baseline": 0.6775,
"matched_only_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
"pass": true
}
}
runs/2026-09-28_alc-v1/fair_gate_clean_gold.json
+145
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@@ -0,0 +1,145 @@
{
"clean_frames": 66,
"reports": {
"deployed 2026-04-12": {
"per_class": {
"loop_all": {
"tp": 43,
"fp": 14,
"fn": 21,
"precision": 0.7543859649122807,
"recall": 0.671875,
"f1": 0.7107438016528924,
"mean_mask_iou": 0.8603647813074378,
"n_matched": 43
},
"pin": {
"tp": 48,
"fp": 7,
"fn": 11,
"precision": 0.8727272727272727,
"recall": 0.8135593220338984,
"f1": 0.8421052631578948,
"mean_mask_iou": 0.9478639299321778,
"n_matched": 48
},
"crystal": {
"tp": 2,
"fp": 15,
"fn": 5,
"precision": 0.11764705882352941,
"recall": 0.2857142857142857,
"f1": 0.16666666666666666,
"mean_mask_iou": 0.8492457223853397,
"n_matched": 2
},
"loop_face": {
"tp": 30,
"fp": 12,
"fn": 23,
"precision": 0.7142857142857143,
"recall": 0.5660377358490566,
"f1": 0.631578947368421,
"mean_mask_iou": 0.8979746795878049,
"n_matched": 30
},
"ice": {
"tp": 1,
"fp": 4,
"fn": 1,
"precision": 0.2,
"recall": 0.5,
"f1": 0.28571428571428575,
"mean_mask_iou": 0.8931750741839762,
"n_matched": 1
}
},
"overall": {
"tp": 124,
"fp": 52,
"fn": 61,
"precision": 0.7045454545454546,
"recall": 0.6702702702702703,
"f1": 0.6869806094182825,
"mean_mask_iou": 0.9034198478996224,
"n_matched": 124
},
"dataset": {
"gold_images": 66,
"pred_images": 120,
"missing_predictions": 0,
"iou_threshold": 0.5
}
},
"new alc-v1": {
"per_class": {
"loop_all": {
"tp": 58,
"fp": 7,
"fn": 6,
"precision": 0.8923076923076924,
"recall": 0.90625,
"f1": 0.8992248062015504,
"mean_mask_iou": 0.873542286431727,
"n_matched": 58
},
"pin": {
"tp": 56,
"fp": 7,
"fn": 3,
"precision": 0.8888888888888888,
"recall": 0.9491525423728814,
"f1": 0.9180327868852458,
"mean_mask_iou": 0.913231968211653,
"n_matched": 56
},
"crystal": {
"tp": 4,
"fp": 2,
"fn": 3,
"precision": 0.6666666666666666,
"recall": 0.5714285714285714,
"f1": 0.6153846153846153,
"mean_mask_iou": 0.7662505101273234,
"n_matched": 4
},
"loop_face": {
"tp": 38,
"fp": 9,
"fn": 15,
"precision": 0.8085106382978723,
"recall": 0.7169811320754716,
"f1": 0.76,
"mean_mask_iou": 0.8637306298851367,
"n_matched": 38
},
"ice": {
"tp": 1,
"fp": 1,
"fn": 1,
"precision": 0.5,
"recall": 0.5,
"f1": 0.5,
"mean_mask_iou": 0.8808139534883721,
"n_matched": 1
}
},
"overall": {
"tp": 157,
"fp": 26,
"fn": 28,
"precision": 0.8579234972677595,
"recall": 0.8486486486486486,
"f1": 0.8532608695652173,
"mean_mask_iou": 0.8826370876593987,
"n_matched": 157
},
"dataset": {
"gold_images": 66,
"pred_images": 120,
"missing_predictions": 0,
"iou_threshold": 0.5
}
}
}
}
runs/2026-09-28_alc-v1/metrics.json
+6 -3
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@@ -12,12 +12,15 @@
"gate": {
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"f1_delta": 0.0452,
"mask_iou_delta": -0.0217,
"mask_iou_delta": 0.0327,
"mask_score": 0.7103,
"mask_score_baseline": 0.6775,
"matched_only_iou_delta": -0.0217,
"class_f1_delta": {
"loop_all": 0.0786,
"pin": 0.0339
},
"pass": false
"pass": true
},
"training": {
"epochs_run": 277,
@@ -31,5 +34,5 @@
"mAP50-95(M)": 0.488
},
"version": "yolo26n-seg-alc-v1-2026-09-28",
"measured_at": "2026-09-28T17:40:30"
"measured_at": "2026-09-28T19:17:49"
}
runs/2026-09-28_alc-v1/run.json
+28 -4
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@@ -2,7 +2,7 @@
"id": "2026-09-28_alc-v1",
"dataset": "dataset/2026-09-28_alc-v1",
"base_weights": "/home/jungfrau/AareLC/models/yolo26n-seg.pt",
"status": "gate_failed",
"status": "promoted",
"created": "2026-09-28T16:51:45",
"created_by": "jungfrau@mx-spark-01",
"hyperparams": {
@@ -25,9 +25,9 @@
"metrics": {
"f1": 0.8205128205128206,
"mean_mask_iou": 0.8808116309097135,
"gate_pass": false,
"gate_pass": true,
"baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json",
"measured_at": "2026-09-28T17:40:30"
"measured_at": "2026-09-28T19:17:49"
},
"history": [
{
@@ -53,8 +53,32 @@
"at": "2026-09-28T17:40:30",
"by": "jungfrau@mx-spark-01",
"note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json\", \"f1_delta\": 0.0452, \"mask_iou_delta\": -0.0217, \"class_f1_delta\": {\"loop_all\": 0.0786, \"pin\": 0.0339}, \"pass\": false}"
},
{
"status": "training",
"at": "2026-09-28T19:17:44",
"by": "jungfrau@mx-spark-01",
"note": "train_run.py"
},
{
"status": "measured",
"at": "2026-09-28T19:17:49",
"by": "jungfrau@mx-spark-01",
"note": ""
},
{
"status": "gate_passed",
"at": "2026-09-28T19:17:49",
"by": "jungfrau@mx-spark-01",
"note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-overlap-false-2026-04-12/gold_report.json\", \"f1_delta\": 0.0452, \"mask_iou_delta\": 0.0327, \"mask_score\": 0.7103, \"mask_score_baseline\": 0.6775, \"matched_only_iou_delta\": -0.0217, \"class_f1_delta\": {\"loop_all\": 0.0786, \"pin\": 0.0339}, \"pass\": true}"
},
{
"status": "promoted",
"at": "2026-09-28T19:17:49",
"by": "jungfrau@mx-spark-01",
"note": "by the gate"
}
],
"host": "mx-spark-01",
"started": "2026-09-28T16:51:45"
"started": "2026-09-28T19:17:44"
}