52 lines
1.9 KiB
JSON
52 lines
1.9 KiB
JSON
{
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"schema_version": 1,
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"generated_at": "2026-08-09T10:01:00Z",
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"run_id": "building-kempen-v67-ai-assisted-bgaware-r1",
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"status": "completed_rejected",
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"device": {
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"requested": "cuda:0",
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"observed": "NVIDIA GeForce RTX 4080 SUPER",
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"torch": "2.11.0+cu128",
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"ultralytics": "8.4.99"
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},
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"training": {
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"epochs": 12,
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"image_size": 640,
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"batch_size": 8,
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"workers": 0,
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"seed": 20260809,
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"base_model_sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
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"candidate_best_sha256": "1337eb9fdd6bb73c525bd616e2ba961f20d585387db940576055afd38a71ca91",
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"results_csv_sha256": "73bae1cc3e377fda8b1004a801c881f8313d6dffbbb5986555e2c5226212177d",
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"args_yaml_sha256": "374613f927c57f9e9832cf7e0131c987dc978cbe1ea787a827030a8378385122"
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},
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"validation": {
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"split": "val",
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"image_count": 36,
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"positive_image_count": 18,
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"pure_background_image_count": 18,
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"instance_count": 5686,
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"baseline": {
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"precision": 0.542,
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"recall": 0.430,
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"map50": 0.345,
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"map50_95": 0.141,
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"pure_background_detections_at_confidence_0_15": 0
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},
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"candidate_best": {
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"precision": 0.530,
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"recall": 0.435,
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"map50": 0.337,
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"map50_95": 0.135,
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"pure_background_detections_at_confidence_0_15": 3
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}
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},
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"decision": {
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"promote": false,
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"production_model_changed": false,
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"reason": "The small recall gain does not compensate for lower precision and mAP plus a regression from zero to three detections on pure-background validation tiles.",
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"active_model_sha256_after_decision": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1"
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},
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"claim_boundary": "Experimental Kempen validation only. No protected test or challenge data was opened, no national accuracy claim is made, and formal human review remains required for any future promotion."
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}
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