Files
geointel/artifacts/evidence/accuracy/P1/tower-ml-data-lineage-snapshot.json
T

1734 lines
70 KiB
JSON

{
"captured_at": "2026-08-01T18:27:33.32384+02:00",
"global_claim_boundary": "Inventory and historical calibration evidence do not prove human label acceptance, strict split independence, calibration, protected-test performance, national validity or release readiness.",
"inventory": {
"model_assets": [
{
"modified_at": "2026-07-26T17:22:21.398902+02:00",
"path": "/app/models/geointel-building-cuda-contract-smoke-36aa317.pt",
"sha256": "2df6b4fe341687e1460aa3eed3b77483aa08aa6e629bd2c3ee427a1a7610719c",
"size_bytes": 22512298
},
{
"modified_at": "2026-07-07T21:31:55.766037+02:00",
"path": "/app/models/geointel-building-yolov8n-expanded160e50.pt",
"sha256": "bf6a5e8d25a62d784ee53764ea11d7ce89c4e7aeeac7588010e497b8d7dafb2b",
"size_bytes": 6204266
},
{
"modified_at": "2026-07-07T05:28:06.179443+02:00",
"path": "/app/models/geointel-building-yolov8n-fontseed-smoke.pt",
"sha256": "f9f8a3719ce7cc887b673de8e905017713cd4b79523b414fdb45a429073bded9",
"size_bytes": 6224106
},
{
"modified_at": "2026-07-07T22:49:56.903136+02:00",
"path": "/app/models/geointel-building-yolov8n-hardneg160r8e40.pt",
"sha256": "7a77bd9f68e4c3927ffc8a8cd978a81067b02f42cffe77ada5334b5f8dbb6b50",
"size_bytes": 6202986
},
{
"modified_at": "2026-07-07T05:26:13.895721+02:00",
"path": "/app/models/geointel-building-yolov8n-noplots-smoke.pt",
"sha256": "c42c334601dc35037043d10577dd59b443f19f951022ceb2b22e077436a03921",
"size_bytes": 6224106
},
{
"modified_at": "2026-07-07T05:28:31.709151+02:00",
"path": "/app/models/geointel-building-yolov8n-operator8.pt",
"sha256": "071d64c89a8fd28f915f7a5a553e2d164942721292693a1612c725284c6e2e1e",
"size_bytes": 6225002
},
{
"modified_at": "2026-07-07T05:23:57.43427+02:00",
"path": "/app/models/geointel-building-yolov8n-smoke.pt",
"sha256": "df6e201f5f7850c22e712c88594b3e74688164030b61636c160f380c5b3dc78d",
"size_bytes": 6225002
},
{
"modified_at": "2026-07-07T21:06:37.871347+02:00",
"path": "/app/models/geointel-building-yolov8n-tile30.pt",
"sha256": "b9e228202500d7c85836d12a72e320f4f2f0cef24cbb1b5bf7fa78a6778390af",
"size_bytes": 6201642
},
{
"modified_at": "2026-07-09T18:37:43.626349+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024bg512r3e50.pt",
"sha256": "e0980572aac90e7efc514608eb16d7de5bfbf27a4bbec04e7bc1bc8c02f9601f",
"size_bytes": 22499370
},
{
"modified_at": "2026-07-09T16:26:49.94361+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024clean512e50.pt",
"sha256": "7cfadb684dd56623d2e35ebd65593211d3051908c87121bef438b231d3e47cce",
"size_bytes": 22499434
},
{
"modified_at": "2026-07-11T16:33:15.386987+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024cleanpx12vis035e50.pt",
"sha256": "4863b27717cb7fd3126ccf86a988b3c1863b5fb9271cf35370ca2473b9ed10f4",
"size_bytes": 22499434
},
{
"modified_at": "2026-07-12T22:44:53.466144+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024cleanpx12vis035lowvar512e50.pt",
"sha256": "75345767b51cc66692a9d2c2cd6577b7feecaf5971c8762365e8b610b9dfde8e",
"size_bytes": 22499498
},
{
"modified_at": "2026-07-13T00:53:49.29811+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024expandedminpx4vis035e50.pt",
"sha256": "a8a79cf5b0bdc19a0245acc322cf77232c335e222bd5f3c00a17d5f29402c196",
"size_bytes": 22499498
},
{
"modified_at": "2026-07-09T13:58:25.883963+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi1024visible025e50.pt",
"sha256": "0db27c5dbb3398425de6e132037b0f1af3ab059d5344a02f2c93f475c8a5cd87",
"size_bytes": 22499434
},
{
"modified_at": "2026-07-09T04:10:36.621019+02:00",
"path": "/app/models/geointel-building-yolov8s-aoi512e80.pt",
"sha256": "b796284a13358498c296fa41270dd234a81718a76cdafe62490a5206bb86ac5b",
"size_bytes": 22503210
},
{
"modified_at": "2026-07-08T01:55:09.411345+02:00",
"path": "/app/models/geointel-building-yolov8s-hardneg160r4e50.pt",
"sha256": "9bf71ad4742048ac77f07060b677bacd9757b8d310497fcada334d543e320d19",
"size_bytes": 22473194
},
{
"modified_at": "2026-07-08T18:17:43.325235+02:00",
"path": "/app/models/geointel-building-yolov8s-hardneg160r8e12partial.pt",
"sha256": "0246202cddc47eb994a0afc9ee10d56b72298bd1cdc0b72b75e12b28e2202330",
"size_bytes": 89500259
},
{
"modified_at": "2026-07-08T21:45:15.269244+02:00",
"path": "/app/models/geointel-building-yolov8s-hardneg160r8e60.pt",
"sha256": "d7daea04bd51a54a06944f0d4bf1961fe453dceb1fb34ef51daa73f6901fca81",
"size_bytes": 22519786
},
{
"modified_at": "2026-07-15T05:11:29.338793+02:00",
"path": "/app/models/geointel-building-yolov8s-reviewedexp6-minpx3-img640-ft20.pt",
"sha256": "038f1f97a6afd534f29e1f392a730a58207b928ca01e31ab8d8fed6106705820",
"size_bytes": 22514794
},
{
"modified_at": "2026-07-13T11:25:56.632878+02:00",
"path": "/app/models/geointel-building-yolov8s-smallbld-minpx3-img640-ft30.pt",
"sha256": "a9088b8491dfae36694b53e9e9406cb4e3511d334a5712fa34f75078a47759c1",
"size_bytes": 22516074
},
{
"modified_at": "2026-07-09T03:38:33.050826+02:00",
"path": "/app/models/geointel-building-yolov8s-uniquehardneg160e50.pt",
"sha256": "c4e480273d3da5fc27532cd8bdc3fa7786582e06848ea11b56714ab8cb1750b3",
"size_bytes": 22467562
},
{
"modified_at": "2026-07-07T23:04:31.664335+02:00",
"path": "/app/models/yolo-remote-sensing-photovoltaic-v8l-detect-1000.pt",
"sha256": "242ff4ab889569278f0eb9fcd22eb2c4bf2a52e48d05d89cc7cfa7941165d203",
"size_bytes": 87771322
},
{
"modified_at": "2026-07-06T20:35:44.350011+02:00",
"path": "/app/models/yolov8n-building-segmentation.pt",
"sha256": "152d6a9c5c76c9f2fd2fd5cc167efaed7c8c02e31002b15415899710f1d71f98",
"size_bytes": 6744002
},
{
"modified_at": "2026-07-06T20:19:17.886218+02:00",
"path": "/app/models/yolov8n.pt",
"sha256": "f59b3d833e2ff32e194b5bb8e08d211dc7c5bdf144b90d2c8412c47ccfc83b36",
"size_bytes": 6549796
},
{
"modified_at": "2026-07-07T04:58:55.817325+02:00",
"path": "/app/models/yolov8s-building-segmentation.pt",
"sha256": "a27af31654c6a4edbdc85581c33d93c13986b5919de7de410f8d85d801b3bb34",
"size_bytes": 23814274
},
{
"modified_at": "2026-07-08T01:30:18.507298+02:00",
"path": "/app/models/yolov8s.pt",
"sha256": "1f47a78bf100391c2a140b7ac73a1caae18c32779be7d310658112f7ac9aa78a",
"size_bytes": 22588772
}
],
"newest_training_checkpoints": [
{
"modified_at": "2026-07-30T02:47:14.279185+02:00",
"path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/runs/flanders/weights/last.pt",
"sha256": null,
"size_bytes": 456136985
},
{
"modified_at": "2026-07-30T02:44:07.837211+02:00",
"path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/runs/flanders/weights/best.pt",
"sha256": null,
"size_bytes": 456136473
},
{
"modified_at": "2026-07-30T02:41:13.160107+02:00",
"path": "/app/storage/training/building-be-v60-v58-flanders-transfer-r1/runs/flanders/weights/last.pt",
"sha256": null,
"size_bytes": 456136601
},
{
"modified_at": "2026-07-30T02:37:38.254437+02:00",
"path": "/app/storage/training/building-be-v60-v58-flanders-transfer-r1/runs/flanders/weights/best.pt",
"sha256": null,
"size_bytes": 456136345
},
{
"modified_at": "2026-07-30T02:34:42.763337+02:00",
"path": "/app/storage/training/building-be-v59-v56-flanders-clean-r1/runs/flanders/weights/best.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T02:34:42.390342+02:00",
"path": "/app/storage/training/building-be-v59-v56-flanders-clean-r1/runs/flanders/weights/last.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T02:22:43.58418+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/best.pt",
"sha256": null,
"size_bytes": 456138073
},
{
"modified_at": "2026-07-30T02:22:43.177185+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/last.pt",
"sha256": null,
"size_bytes": 456138073
},
{
"modified_at": "2026-07-30T02:14:43.080429+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-008/candidate.pt",
"sha256": null,
"size_bytes": 456137049
},
{
"modified_at": "2026-07-30T02:09:42.288708+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-004/candidate.pt",
"sha256": null,
"size_bytes": 456136665
},
{
"modified_at": "2026-07-30T02:03:02.695056+02:00",
"path": "/app/storage/training/building-be-v57-v56-flanders-head-only-r1/runs/expert/weights/best.pt",
"sha256": null,
"size_bytes": 114380313
},
{
"modified_at": "2026-07-30T02:03:02.398059+02:00",
"path": "/app/storage/training/building-be-v57-v56-flanders-head-only-r1/runs/expert/weights/last.pt",
"sha256": null,
"size_bytes": 114380313
},
{
"modified_at": "2026-07-30T01:47:27.699208+02:00",
"path": "/app/storage/training/building-be-v54-v51-flanders-proposal-classifier-r1/proposal-classifier.torchscript.pt",
"sha256": null,
"size_bytes": 44844023
},
{
"modified_at": "2026-07-30T01:42:20.332536+02:00",
"path": "/app/storage/training/building-be-v54-v51-flanders-proposal-classifier-r1/best-state.pt",
"sha256": null,
"size_bytes": 44787723
},
{
"modified_at": "2026-07-30T01:34:56.511369+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/runs/expert-stable/weights/last.pt",
"sha256": null,
"size_bytes": 456136729
},
{
"modified_at": "2026-07-30T01:34:25.695706+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/preview-epoch-003/candidate.pt",
"sha256": null,
"size_bytes": 456136601
},
{
"modified_at": "2026-07-30T01:32:29.981969+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/preview-epoch-001/candidate.pt",
"sha256": null,
"size_bytes": 456136345
},
{
"modified_at": "2026-07-30T01:31:42.656486+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/runs/expert-stable/weights/best.pt",
"sha256": null,
"size_bytes": 456136345
},
{
"modified_at": "2026-07-30T01:29:21.721023+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r1/runs/expert/weights/best.pt",
"sha256": null,
"size_bytes": 456136345
},
{
"modified_at": "2026-07-30T01:29:21.509025+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r1/runs/expert/weights/last.pt",
"sha256": null,
"size_bytes": 456136345
},
{
"modified_at": "2026-07-30T01:21:55.753889+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/runs/iteration-002/weights/last.pt",
"sha256": null,
"size_bytes": 456136921
},
{
"modified_at": "2026-07-30T01:21:39.47707+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/preview-iteration-002-epoch-004/candidate.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T01:19:59.51318+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/runs/iteration-002/weights/best.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T01:14:55.770552+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/preview-iteration-002-epoch-001/candidate.pt",
"sha256": null,
"size_bytes": 456136409
},
{
"modified_at": "2026-07-30T00:54:43.639023+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/runs/iteration-002/weights/last.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T00:52:59.162188+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/preview-iteration-002-epoch-003/candidate.pt",
"sha256": null,
"size_bytes": 456136665
},
{
"modified_at": "2026-07-30T00:52:26.001558+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/runs/iteration-002/weights/best.pt",
"sha256": null,
"size_bytes": 456136665
},
{
"modified_at": "2026-07-30T00:37:25.645619+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/runs/iteration-002/weights/last.pt",
"sha256": null,
"size_bytes": 456136793
},
{
"modified_at": "2026-07-30T00:36:17.51638+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/preview-iteration-002-epoch-003/candidate.pt",
"sha256": null,
"size_bytes": 456136665
},
{
"modified_at": "2026-07-30T00:35:11.872109+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/runs/iteration-002/weights/best.pt",
"sha256": null,
"size_bytes": 456136665
}
],
"newest_training_json_reports": [
{
"modified_at": "2026-07-30T03:19:23.269073+02:00",
"path": "/app/storage/training/building-be-v63-source640-aarschot-label-sheet-r1/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 3593
},
{
"modified_at": "2026-07-30T03:16:06.985227+02:00",
"path": "/app/storage/training/building-be-v63-new-flanders-calibration-label-sheets-r1/oostkamp/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 12093
},
{
"modified_at": "2026-07-30T03:16:04.557254+02:00",
"path": "/app/storage/training/building-be-v63-new-flanders-calibration-label-sheets-r1/beveren/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 11939
},
{
"modified_at": "2026-07-30T03:16:02.240279+02:00",
"path": "/app/storage/training/building-be-v63-new-flanders-calibration-label-sheets-r1/aarschot/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 11931
},
{
"modified_at": "2026-07-30T02:51:03.010696+02:00",
"path": "/app/storage/training/building-be-v56-flanders-calibration-label-sheets-r1/ostend/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 11740
},
{
"modified_at": "2026-07-30T02:51:00.73172+02:00",
"path": "/app/storage/training/building-be-v56-flanders-calibration-label-sheets-r1/lokeren/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 11771
},
{
"modified_at": "2026-07-30T02:50:58.479745+02:00",
"path": "/app/storage/training/building-be-v56-flanders-calibration-label-sheets-r1/genk/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 11719
},
{
"modified_at": "2026-07-30T02:48:43.83121+02:00",
"path": "/app/storage/training/building-be-v56-flanders-calibration-label-sheets-r1/flanders-summary.json",
"sha256": null,
"size_bytes": 0
},
{
"modified_at": "2026-07-30T02:48:19.325477+02:00",
"path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/preview-epoch-006/calibration-routed.json",
"sha256": null,
"size_bytes": 45013
},
{
"modified_at": "2026-07-30T02:41:49.391714+02:00",
"path": "/app/storage/training/building-be-v61-v56-flanders-balanced-dataset-r1/regional-dataset.json",
"sha256": null,
"size_bytes": 5035
},
{
"modified_at": "2026-07-30T02:41:49.390714+02:00",
"path": "/app/storage/training/building-be-v61-v56-flanders-balanced-dataset-r1/regional-dataset-evidence.json",
"sha256": null,
"size_bytes": 5035
},
{
"modified_at": "2026-07-30T02:39:42.277093+02:00",
"path": "/app/storage/training/building-be-v56-calibration-label-sheets-r1/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 98284
},
{
"modified_at": "2026-07-30T02:24:34.422968+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-015/calibration.json",
"sha256": null,
"size_bytes": 44731
},
{
"modified_at": "2026-07-30T02:15:10.957125+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-008/calibration.json",
"sha256": null,
"size_bytes": 34010
},
{
"modified_at": "2026-07-30T02:09:58.356533+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-004/calibration.json",
"sha256": null,
"size_bytes": 30346
},
{
"modified_at": "2026-07-30T02:03:24.196822+02:00",
"path": "/app/storage/training/building-be-v57-v56-flanders-head-only-r1/calibration.json",
"sha256": null,
"size_bytes": 28272
},
{
"modified_at": "2026-07-30T02:01:39.51296+02:00",
"path": "/app/storage/training/building-be-v57-v56-flanders-hard-negative-dataset-r1/regional-dataset.json",
"sha256": null,
"size_bytes": 5338
},
{
"modified_at": "2026-07-30T02:01:39.51296+02:00",
"path": "/app/storage/training/building-be-v57-v56-flanders-hard-negative-dataset-r1/regional-dataset-evidence.json",
"sha256": null,
"size_bytes": 5338
},
{
"modified_at": "2026-07-30T02:01:39.412961+02:00",
"path": "/app/storage/training/building-be-v56-label-contact-sheets-r1/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 23487
},
{
"modified_at": "2026-07-30T02:01:16.576209+02:00",
"path": "/app/storage/training/building-be-v56-rotated-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
"sha256": null,
"size_bytes": 153659
},
{
"modified_at": "2026-07-30T02:01:12.442254+02:00",
"path": "/app/storage/training/building-be-v56-corpus-audit-r1/belgium-building-corpus-audit.json",
"sha256": null,
"size_bytes": 54716
},
{
"modified_at": "2026-07-30T01:49:42.022753+02:00",
"path": "/app/storage/training/building-be-v54-v51-proposal-calibration-sweep-r1/threshold-0.95.json",
"sha256": null,
"size_bytes": 23439
},
{
"modified_at": "2026-07-30T01:49:16.790026+02:00",
"path": "/app/storage/training/building-be-v54-v51-proposal-calibration-sweep-r1/threshold-0.85.json",
"sha256": null,
"size_bytes": 24843
},
{
"modified_at": "2026-07-30T01:48:52.876285+02:00",
"path": "/app/storage/training/building-be-v54-v51-proposal-calibration-sweep-r1/threshold-0.70.json",
"sha256": null,
"size_bytes": 28317
},
{
"modified_at": "2026-07-30T01:48:29.234542+02:00",
"path": "/app/storage/training/building-be-v54-v51-proposal-calibration-sweep-r1/threshold-0.50.json",
"sha256": null,
"size_bytes": 28456
},
{
"modified_at": "2026-07-30T01:48:05.717797+02:00",
"path": "/app/storage/training/building-be-v54-v51-proposal-calibration-sweep-r1/threshold-0.30.json",
"sha256": null,
"size_bytes": 28435
},
{
"modified_at": "2026-07-30T01:40:12.677918+02:00",
"path": "/app/storage/training/building-be-v54-v51-flanders-proposals-r1/proposal-dataset-evidence.json",
"sha256": null,
"size_bytes": 3569
},
{
"modified_at": "2026-07-30T01:35:28.553019+02:00",
"path": "/app/storage/training/building-be-v54-v51-ostend-error-review-r1/candidate_error_contact_sheet.json",
"sha256": null,
"size_bytes": 7473
},
{
"modified_at": "2026-07-30T01:34:36.033593+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/preview-epoch-003/calibration.json",
"sha256": null,
"size_bytes": 28402
},
{
"modified_at": "2026-07-30T01:32:39.768862+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-r2/preview-epoch-001/calibration.json",
"sha256": null,
"size_bytes": 28403
},
{
"modified_at": "2026-07-30T01:27:51.995001+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-dataset-r2/regional-dataset.json",
"sha256": null,
"size_bytes": 4335
},
{
"modified_at": "2026-07-30T01:27:51.995001+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-dataset-r2/regional-dataset-evidence.json",
"sha256": null,
"size_bytes": 4335
},
{
"modified_at": "2026-07-30T01:27:36.608169+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-dataset-r1/regional-dataset.json",
"sha256": null,
"size_bytes": 4317
},
{
"modified_at": "2026-07-30T01:27:36.608169+02:00",
"path": "/app/storage/training/building-be-v53-v51-flanders-expert-dataset-r1/regional-dataset-evidence.json",
"sha256": null,
"size_bytes": 4317
},
{
"modified_at": "2026-07-30T01:21:49.742956+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/preview-iteration-002-epoch-004/calibration.json",
"sha256": null,
"size_bytes": 28090
},
{
"modified_at": "2026-07-30T01:15:06.72743+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/preview-iteration-002-epoch-001/calibration.json",
"sha256": null,
"size_bytes": 28304
},
{
"modified_at": "2026-07-30T01:11:35.222777+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/training-loop-state.json",
"sha256": null,
"size_bytes": 2826
},
{
"modified_at": "2026-07-30T01:11:35.211777+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/iteration-001/failure-driven-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 3291
},
{
"modified_at": "2026-07-30T01:11:31.448819+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/iteration-001/assessment.json",
"sha256": null,
"size_bytes": 3924
},
{
"modified_at": "2026-07-30T01:11:29.909836+02:00",
"path": "/app/storage/training/building-be-v52-v51-instance-loop-r1/iteration-001/calibration.json",
"sha256": null,
"size_bytes": 28301
},
{
"modified_at": "2026-07-30T01:10:20.111611+02:00",
"path": "/app/storage/training/building-be-v51-rotated-yolo-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
"sha256": null,
"size_bytes": 142078
},
{
"modified_at": "2026-07-30T01:09:48.252964+02:00",
"path": "/app/storage/training/building-be-v51-yolo-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
"sha256": null,
"size_bytes": 165342
},
{
"modified_at": "2026-07-30T01:09:43.397018+02:00",
"path": "/app/storage/training/building-be-v51-label-contact-sheets-r1/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 23157
},
{
"modified_at": "2026-07-30T01:09:18.628293+02:00",
"path": "/app/storage/training/building-be-v51-corpus-audit-r1/belgium-building-corpus-audit.json",
"sha256": null,
"size_bytes": 50928
},
{
"modified_at": "2026-07-30T01:01:52.771238+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-1.00.json",
"sha256": null,
"size_bytes": 28119
},
{
"modified_at": "2026-07-30T01:01:43.263343+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.95.json",
"sha256": null,
"size_bytes": 28189
},
{
"modified_at": "2026-07-30T01:01:34.397442+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.90.json",
"sha256": null,
"size_bytes": 28210
},
{
"modified_at": "2026-07-30T01:01:25.270544+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.85.json",
"sha256": null,
"size_bytes": 28252
},
{
"modified_at": "2026-07-30T01:01:16.170645+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.80.json",
"sha256": null,
"size_bytes": 28244
},
{
"modified_at": "2026-07-30T01:01:07.024748+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.75.json",
"sha256": null,
"size_bytes": 28283
},
{
"modified_at": "2026-07-30T01:00:57.429855+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.70.json",
"sha256": null,
"size_bytes": 28192
},
{
"modified_at": "2026-07-30T01:00:48.453955+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/incumbent-scale-0.65.json",
"sha256": null,
"size_bytes": 28258
},
{
"modified_at": "2026-07-30T01:00:39.524054+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-1.00.json",
"sha256": null,
"size_bytes": 28229
},
{
"modified_at": "2026-07-30T01:00:31.056149+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.95.json",
"sha256": null,
"size_bytes": 28240
},
{
"modified_at": "2026-07-30T01:00:22.481244+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.90.json",
"sha256": null,
"size_bytes": 28258
},
{
"modified_at": "2026-07-30T01:00:13.746342+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.85.json",
"sha256": null,
"size_bytes": 28179
},
{
"modified_at": "2026-07-30T01:00:04.90544+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.80.json",
"sha256": null,
"size_bytes": 28242
},
{
"modified_at": "2026-07-30T00:59:56.060539+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.75.json",
"sha256": null,
"size_bytes": 28285
},
{
"modified_at": "2026-07-30T00:59:47.290637+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.70.json",
"sha256": null,
"size_bytes": 28293
},
{
"modified_at": "2026-07-30T00:59:38.583734+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/geometry-sweep/candidate-scale-0.65.json",
"sha256": null,
"size_bytes": 28273
},
{
"modified_at": "2026-07-30T00:55:43.311357+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/error-review/candidate_error_contact_sheet.json",
"sha256": null,
"size_bytes": 17563
},
{
"modified_at": "2026-07-30T00:55:20.237615+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/supervisor-state.json",
"sha256": null,
"size_bytes": 152
},
{
"modified_at": "2026-07-30T00:54:56.403881+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/preview-iteration-002-epoch-003/calibration.json",
"sha256": null,
"size_bytes": 28227
},
{
"modified_at": "2026-07-30T00:45:36.326123+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/training-loop-state.json",
"sha256": null,
"size_bytes": 2801
},
{
"modified_at": "2026-07-30T00:45:36.316123+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/iteration-001/failure-driven-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 3279
},
{
"modified_at": "2026-07-30T00:45:32.794162+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/iteration-001/assessment.json",
"sha256": null,
"size_bytes": 3920
},
{
"modified_at": "2026-07-30T00:45:31.968172+02:00",
"path": "/app/storage/training/building-be-v50-v47-spread-loop-r1/iteration-001/calibration.json",
"sha256": null,
"size_bytes": 28119
},
{
"modified_at": "2026-07-30T00:44:32.073842+02:00",
"path": "/app/storage/training/building-be-v50-spread-sampling-r2/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 3206
},
{
"modified_at": "2026-07-30T00:43:22.345623+02:00",
"path": "/app/storage/training/building-be-v50-prioritized-sampling-r1/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 3216
},
{
"modified_at": "2026-07-30T00:39:59.305898+02:00",
"path": "/app/storage/training/building-be-v49-flanders-context-probe/epoch003.json",
"sha256": null,
"size_bytes": 27672
},
{
"modified_at": "2026-07-30T00:39:50.705994+02:00",
"path": "/app/storage/training/building-be-v49-flanders-context-probe/incumbent.json",
"sha256": null,
"size_bytes": 27822
},
{
"modified_at": "2026-07-30T00:39:40.703106+02:00",
"path": "/app/storage/training/building-be-v49-flanders-context-probe/summary.json",
"sha256": null,
"size_bytes": 157390
},
{
"modified_at": "2026-07-30T00:38:48.179695+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/supervisor-state.json",
"sha256": null,
"size_bytes": 152
},
{
"modified_at": "2026-07-30T00:38:26.885933+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/preview-iteration-002-epoch-003/calibration.json",
"sha256": null,
"size_bytes": 28128
},
{
"modified_at": "2026-07-30T00:28:35.333514+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/training-loop-state.json",
"sha256": null,
"size_bytes": 2822
},
{
"modified_at": "2026-07-30T00:28:35.323514+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/iteration-001/failure-driven-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 3246
},
{
"modified_at": "2026-07-30T00:28:31.329558+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/iteration-001/assessment.json",
"sha256": null,
"size_bytes": 3920
},
{
"modified_at": "2026-07-30T00:28:29.513578+02:00",
"path": "/app/storage/training/building-be-v49-v47-incumbent-loop-r1/iteration-001/calibration.json",
"sha256": null,
"size_bytes": 28122
},
{
"modified_at": "2026-07-30T00:26:23.26598+02:00",
"path": "/app/storage/training/building-be-v48-v47-merged-loop-r1/supervisor-state.json",
"sha256": null,
"size_bytes": 147
},
{
"modified_at": "2026-07-30T00:26:09.100137+02:00",
"path": "/app/storage/training/building-be-v48-v47-merged-loop-r1/preview-epoch-006/calibration.json",
"sha256": null,
"size_bytes": 21260
},
{
"modified_at": "2026-07-30T00:00:51.014968+02:00",
"path": "/app/storage/training/building-be-v47-label-contact-sheets-r1/operator_yolo_label_qa_summary.json",
"sha256": null,
"size_bytes": 34321
},
{
"modified_at": "2026-07-30T00:00:17.481339+02:00",
"path": "/app/storage/training/building-be-v47-yolo-quality-audit-r1/operator_yolo_dataset_quality_audit.json",
"sha256": null,
"size_bytes": 142078
},
{
"modified_at": "2026-07-30T00:00:11.121409+02:00",
"path": "/app/storage/training/building-be-v47-corpus-audit-r1/belgium-building-corpus-audit.json",
"sha256": null,
"size_bytes": 50943
},
{
"modified_at": "2026-07-29T23:51:51.396916+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/calibration.json",
"sha256": null,
"size_bytes": 7550
},
{
"modified_at": "2026-07-29T23:51:13.322331+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/yolo384/retile-evidence.json",
"sha256": null,
"size_bytes": 699
},
{
"modified_at": "2026-07-29T23:51:13.321331+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/yolo384/yolo_tile_dataset_summary.json",
"sha256": null,
"size_bytes": 49493
},
{
"modified_at": "2026-07-29T23:51:11.312353+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/yolo640/yolo_tile_dataset_summary.json",
"sha256": null,
"size_bytes": 10546
},
{
"modified_at": "2026-07-29T23:51:09.632371+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/operator_samples_manifest.json",
"sha256": null,
"size_bytes": 3719
},
{
"modified_at": "2026-07-29T23:46:44.747252+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/ostend-coastal-train/label-audit.json",
"sha256": null,
"size_bytes": 8551
},
{
"modified_at": "2026-07-29T23:46:44.432256+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/lokeren-ribbon-train/label-audit.json",
"sha256": null,
"size_bytes": 91579
},
{
"modified_at": "2026-07-29T23:46:43.902261+02:00",
"path": "/app/storage/training/building-be-v47-merge-probe/genk-industry-train/label-audit.json",
"sha256": null,
"size_bytes": 48335
},
{
"modified_at": "2026-07-29T23:43:13.953542+02:00",
"path": "/app/storage/training/building-be-v46-v44-incumbent-loop-r1/supervisor-state.json",
"sha256": null,
"size_bytes": 147
},
{
"modified_at": "2026-07-29T23:42:32.584991+02:00",
"path": "/app/storage/training/building-be-v46-v44-incumbent-loop-r1/initial-flanders-error-review/candidate_error_contact_sheet.json",
"sha256": null,
"size_bytes": 17446
},
{
"modified_at": "2026-07-29T23:31:57.073956+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/supervisor-state.json",
"sha256": null,
"size_bytes": 152
},
{
"modified_at": "2026-07-29T23:31:28.822263+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/training-loop-state.json",
"sha256": null,
"size_bytes": 6162
},
{
"modified_at": "2026-07-29T23:31:28.814263+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-004/failure-driven-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 2867
},
{
"modified_at": "2026-07-29T23:31:24.775307+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-004/assessment.json",
"sha256": null,
"size_bytes": 3838
},
{
"modified_at": "2026-07-29T23:31:23.681319+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-004/calibration.json",
"sha256": null,
"size_bytes": 21407
},
{
"modified_at": "2026-07-29T23:10:43.824813+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-003/recall-balanced-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 2869
},
{
"modified_at": "2026-07-29T23:07:06.556184+02:00",
"path": "/app/storage/training/building-be-v45-v44-closed-loop-r1/iteration-003/failure-driven-training/failure-driven-sampling.json",
"sha256": null,
"size_bytes": 2816
}
],
"operator_manifest_count": 36,
"operator_manifests": [
{
"modified_at": "2026-07-30T05:42:10.538949+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-roof-edge-trial-r1/operator_samples_manifest.json",
"sha256": "fa8316838c68624abc762418fa8525dfd13c30ca392fcad8082c5c2f913706ed",
"size_bytes": 3725
},
{
"modified_at": "2026-07-30T05:36:08.694997+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-swapped-axis-trial-r1/operator_samples_manifest.json",
"sha256": "b149f6fc2bd3a66137cc2f2b69ad7420a510cc0fb7807b664cf8b8f34e90f2f5",
"size_bytes": 3748
},
{
"modified_at": "2026-07-30T05:35:04.212719+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-live-imagery-trial-r1/operator_samples_manifest.json",
"sha256": "05bf2b6a0a1de7cdb9f044d7dd31bb65bf0cd6f86d8032d0907a54eb1448019c",
"size_bytes": 3748
},
{
"modified_at": "2026-07-30T04:34:00.554016+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-main-building-r1/operator_samples_manifest.json",
"sha256": "9faeb39865fe715c1d611f033ab29a7c969d3b7c1f049ba341bfdf9e8d8f52e3",
"size_bytes": 3712
},
{
"modified_at": "2026-07-30T04:32:11.684242+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-temporal-r1/operator_samples_manifest.json",
"sha256": "d861da48aca40121e158e6ab243a6ccbe53e14d500a186af64b620f612935b07",
"size_bytes": 3678
},
{
"modified_at": "2026-07-30T04:16:07.295053+02:00",
"path": "/app/storage/operator-data/building-be-v65-grb-main-building-calibration-candidates-r1/operator_samples_manifest.json",
"sha256": "5b2752ce5fdb0edb4e603bb73aa6ea141251575cab466f40b21ef6906c26a55e",
"size_bytes": 3843
},
{
"modified_at": "2026-07-30T03:36:17.51792+02:00",
"path": "/app/storage/operator-data/building-be-v64-temporal-cutoff-instance-roofs-r1/operator_samples_manifest.json",
"sha256": "5a685901af39e2b1bab6e764774ebe1a5e2826653c7077fd70bb8d59d5b546dd",
"size_bytes": 216541
},
{
"modified_at": "2026-07-30T03:15:38.213543+02:00",
"path": "/app/storage/operator-data/building-be-v63-calibration-remediation-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "77d7d3b9996bff416c8bc1a864a6c3727ad36d3fb55e08c9585a0210799cd782",
"size_bytes": 225614
},
{
"modified_at": "2026-07-30T03:04:10.717088+02:00",
"path": "/app/storage/operator-data/building-be-v63-calibration-remediation-instance-roofs-r1/operator_samples_manifest.json",
"sha256": "40583e1d703ba6167ffde4831f145994d6c05de21697c6d0d079d09ed22f5506",
"size_bytes": 219480
},
{
"modified_at": "2026-07-30T02:00:52.456471+02:00",
"path": "/app/storage/operator-data/building-be-v56-hard-negative-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "5a6f7e94d477bf185284d097f3afb7244c456ea8c6034b501f279bc30815b4bc",
"size_bytes": 218220
},
{
"modified_at": "2026-07-30T01:56:43.712173+02:00",
"path": "/app/storage/operator-data/building-be-v56-hard-negative-instance-roofs-r1/operator_samples_manifest.json",
"sha256": "27a9b09f184bb9a0cc4897f1cfab7f1e953af5715c1b97a5ec1a7b80a2d270f1",
"size_bytes": 212185
},
{
"modified_at": "2026-07-30T01:09:09.668392+02:00",
"path": "/app/storage/operator-data/building-be-v51-instance-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "06d45c57def167465c5124224ff4b80a3af3085617bf0a56b412e9d5998013e6",
"size_bytes": 201555
},
{
"modified_at": "2026-07-30T01:04:36.297425+02:00",
"path": "/app/storage/operator-data/building-be-v51-instance-roofs-20260730-r1/operator_samples_manifest.json",
"sha256": "731960812a2e0a867353775d37aef7c251a0fcb4d2df19a8887ff4a368ca0914",
"size_bytes": 195916
},
{
"modified_at": "2026-07-29T23:58:47.599333+02:00",
"path": "/app/storage/operator-data/building-be-v47-merged-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "71f721acf408fcfd1428f58af5cbfc3b2e58da5474c208c6fd59e7446fa1fec1",
"size_bytes": 200878
},
{
"modified_at": "2026-07-29T23:53:52.161599+02:00",
"path": "/app/storage/operator-data/building-be-v47-merged-roofs-20260729-r1/operator_samples_manifest.json",
"sha256": "8b2043bf36e9afc3060bdd7897c242def1ee3b69c1a6c766507162977dfe1b0e",
"size_bytes": 195239
},
{
"modified_at": "2026-07-29T22:16:32.716488+02:00",
"path": "/app/storage/operator-data/building-be-v44-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "448bb3ec426a6af129f01d29732160f84b9936c9871a033de13a7d98b9d25112",
"size_bytes": 199531
},
{
"modified_at": "2026-07-29T22:16:31.788498+02:00",
"path": "/app/storage/operator-data/building-be-v44-combined-source-20260729-r1/operator_samples_manifest.json",
"sha256": "3450440b66892beb591b03f393ce09018d7d8844a604cc4a09f5f20043784a89",
"size_bytes": 193902
},
{
"modified_at": "2026-07-29T22:13:42.264353+02:00",
"path": "/app/storage/operator-data/building-be-v44-expanded-20260729-r1/operator_samples_manifest.json",
"sha256": "62fdb4adee46ff67a40636f30a22fc97b8c9bd14516cbe0a24ed0de2db56f4fb",
"size_bytes": 14150
},
{
"modified_at": "2026-07-29T20:18:14.968407+02:00",
"path": "/app/storage/operator-data/building-be-v42-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "868496a9e3ad321ff8a8984fd808b235e1f2df1b949514e124459af154ac79fd",
"size_bytes": 185111
},
{
"modified_at": "2026-07-29T20:12:28.829147+02:00",
"path": "/app/storage/operator-data/building-be-v42-expanded-20260729-r1/operator_samples_manifest.json",
"sha256": "4e89202a7089d5b1c3a33cbdf0c23ccfec9867de5a823fb294dee4489a34c952",
"size_bytes": 179871
},
{
"modified_at": "2026-07-29T17:35:37.818326+02:00",
"path": "/app/storage/operator-data/building-be-v31-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "c0e392759c286f710394bddb1fffc174d1efba64b16741f800c79a3dbef97f94",
"size_bytes": 168207
},
{
"modified_at": "2026-07-29T17:18:10.307936+02:00",
"path": "/app/storage/operator-data/building-be-v31-expanded-20260729-r1/operator_samples_manifest.json",
"sha256": "57632bc537a50e048ec5e07bee6f3c9743bf4adca5e29aff3138c4007e8363c8",
"size_bytes": 163429
},
{
"modified_at": "2026-07-27T10:47:22.624354+02:00",
"path": "/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/operator_samples_manifest.json",
"sha256": "4f2eafd8893a33d2b106e8570c5279497446760580b2328937e486cb3cd6d1ed",
"size_bytes": 146541
},
{
"modified_at": "2026-07-27T05:58:22.556248+02:00",
"path": "/app/storage/operator-data/building-be-v12-expanded-20260727-r1/operator_samples_manifest.json",
"sha256": "67ec0ee06b63e92471159ca73f7cfe42be39d48a3d33cb24f64dde1a5aadb720",
"size_bytes": 142357
},
{
"modified_at": "2026-07-27T05:32:21.294332+02:00",
"path": "/app/storage/operator-data/building-be-v10-compact-roofs-20260727-r1/operator_samples_manifest.json",
"sha256": "b9d63b5a2a1de1148f16f2a4e017ca2ea6f105cdf82f6f09718ada4600b03503",
"size_bytes": 104237
},
{
"modified_at": "2026-07-27T05:08:05.435299+02:00",
"path": "/app/storage/operator-data/building-be-v8-visible-roofs-20260727-r1/operator_samples_manifest.json",
"sha256": "5c4d1d8d045968010b53a289305e7fee0c7c1ed86c03710a33e48d1efb28dc62",
"size_bytes": 103996
},
{
"modified_at": "2026-07-27T03:34:25.224643+02:00",
"path": "/app/storage/operator-data/building-be-v7-targeted-20260727-r1/operator_samples_manifest.json",
"sha256": "f4af25e289512a497a41fa5495399b0d226009639e1338dbd82d79caf0301dec",
"size_bytes": 103151
},
{
"modified_at": "2026-07-27T03:07:52.286944+02:00",
"path": "/app/storage/operator-data/building-be-v6-temporal-20260727-r1/operator_samples_manifest.json",
"sha256": "973828b453e6fbeb5c04aa567ddb615566d92825d8698654f5056d2997d382eb",
"size_bytes": 85803
},
{
"modified_at": "2026-07-27T03:00:56.864537+02:00",
"path": "/app/storage/operator-data/building-be-v5-dated-20260727-r1/operator_samples_manifest.json",
"sha256": "eade90d3ba22b426b72a300fcaa9a01f6eb1d18567c4a53413b72b8048f5f021",
"size_bytes": 85350
},
{
"modified_at": "2026-07-27T02:49:26.80417+02:00",
"path": "/app/storage/operator-data/building-be-v4-dated-20260727-r1/operator_samples_manifest.json",
"sha256": "32f0c969e3131da33497ebffb6782ddf1b58e83b8a46f929818c2140af867fd3",
"size_bytes": 85350
},
{
"modified_at": "2026-07-27T02:21:36.309681+02:00",
"path": "/app/storage/operator-data/building-be-v3-20260727-r1/operator_samples_manifest.json",
"sha256": "299212d1b3881330a6e3e936836d279435ab80c156a012121fe566ad0f3eae22",
"size_bytes": 65822
},
{
"modified_at": "2026-07-27T01:30:38.681558+02:00",
"path": "/app/storage/operator-data/building-be-v2-20260727-r3/operator_samples_manifest.json",
"sha256": "8a2ccd39642be30a58bd12b52b117ea4e2055437b2ed9d49e4022b47605e5f19",
"size_bytes": 46079
},
{
"modified_at": "2026-07-27T01:27:56.991352+02:00",
"path": "/app/storage/operator-data/building-be-v2-20260727-r2/operator_samples_manifest.json",
"sha256": "9473bb0f34a3e77da3d8045d253c8395f23107bed3609cc02a40f38705d1617b",
"size_bytes": 39321
},
{
"modified_at": "2026-07-27T01:27:30.455646+02:00",
"path": "/app/storage/operator-data/building-be-v2-20260727-r1/operator_samples_manifest.json",
"sha256": "50b079dcf30471db7370f8f056b7fa4fd6872f15709c531c473c883b060c9679",
"size_bytes": 35270
},
{
"modified_at": "2026-07-26T22:21:13.448858+02:00",
"path": "/app/storage/operator-data/building-be-v1-candidate-20260726/operator_samples_manifest.json",
"sha256": "0450ce782c35c5955e519fae489ffdbef6075d871adb0d196cc6a244571788fa",
"size_bytes": 18956
},
{
"modified_at": "2026-07-26T22:16:59.60574+02:00",
"path": "/app/storage/operator-data/building-be-v1-pilot/operator_samples_manifest.json",
"sha256": "f780294328c0e87ce7ebfdc41384bed9b97be302490e9a02aa4ba77e69fad093",
"size_bytes": 2995
}
],
"training_checkpoint_bytes": 28512052142,
"training_checkpoint_count": 229,
"training_json_report_count": 424
},
"read_only": true,
"schema_version": 1,
"v56": {
"corpus_audit": {
"accepted_feature_count": 30662,
"claim_boundary": "Automated status and an empty failure list do not substitute for human label acceptance.",
"dataset_version": "building-be-v56-hard-negative-instance-roofs-r1",
"decision_counts": {
"accepted": 30662,
"below_resolvable_pixel_size": 326,
"created_after_imagery_period": 464
},
"failures": [],
"input_feature_count": 31452,
"manifest_immutable": true,
"modified_at": "2026-07-30T02:01:12.442254+02:00",
"path": "/app/storage/training/building-be-v56-corpus-audit-r1/belgium-building-corpus-audit.json",
"review_complete": false,
"review_queue_count": 180,
"reviewed_sample_count": 0,
"sample_count": 180,
"sha256": "cbb9802aec1b780b306318fc172e470d29166574e9bf13d28e3107ae42f4d63c",
"size_bytes": 54716,
"spatial_leakage_status": "ok",
"split_counts": {
"brussels/background-test": 2,
"brussels/calibration": 3,
"brussels/test": 3,
"brussels/train": 18,
"brussels/val": 2,
"flanders/background-test": 2,
"flanders/calibration": 3,
"flanders/test": 3,
"flanders/train": 89,
"flanders/val": 2,
"wallonia/background-test": 2,
"wallonia/calibration": 3,
"wallonia/test": 3,
"wallonia/train": 43,
"wallonia/val": 2
},
"status": "needs_human_review",
"temporal_unknown_sample_count": 0
},
"manifest": {
"background_test_samples": [
{
"reference_feature_count": 0,
"region": "flanders",
"require_empty": true,
"sample_slug": "kempen-forest-bg"
},
{
"reference_feature_count": 0,
"region": "flanders",
"require_empty": true,
"sample_slug": "antwerp-port-bg"
},
{
"reference_feature_count": 0,
"region": "wallonia",
"require_empty": true,
"sample_slug": "wallonia-rural-bg"
},
{
"reference_feature_count": 2,
"region": "wallonia",
"require_empty": false,
"sample_slug": "ardennes-forest-hard"
},
{
"reference_feature_count": 107,
"region": "brussels",
"require_empty": false,
"sample_slug": "sonian-forest-hard"
},
{
"reference_feature_count": 141,
"region": "brussels",
"require_empty": false,
"sample_slug": "bois-cambre-hard"
}
],
"context_counts": {
"canal-hard-negative": 1,
"canal-industry": 1,
"coastal-park-hard-negative": 1,
"coastal-parking-hard-negative": 1,
"coastal-urban": 10,
"dense-residential": 2,
"dense-urban": 12,
"detached-residential": 1,
"dunes-negative": 3,
"farmland-hard-negative": 4,
"farmland-negative": 1,
"forest-edge-residential": 1,
"forest-hard-negative": 5,
"forest-heath": 1,
"forest-heath-negative": 1,
"forest-negative": 3,
"forest-town": 1,
"heath-hard-negative": 1,
"heath-negative": 1,
"hilly-urban": 1,
"historic-urban": 8,
"industrial": 13,
"industrial-hard-negative": 1,
"industrial-valley": 1,
"mixed-urban": 14,
"open-rural": 1,
"park-edge": 1,
"park-hard-negative": 4,
"park-road-hard-negative": 2,
"parking-hard-negative": 3,
"parking-industrial-hard-negative": 1,
"port-hard-negative": 5,
"quarry-hard-negative": 4,
"rail-context": 1,
"rail-hard-negative": 4,
"regional-architecture": 6,
"residential": 2,
"residential-forest-edge": 1,
"residential-park": 1,
"ribbon-development": 15,
"rural-farms": 1,
"rural-town": 10,
"small-city": 6,
"suburban": 12,
"tree-industrial": 2,
"tree-ribbon-development": 2,
"urban": 2,
"urban-industrial": 2,
"valley-town": 1,
"valley-urban": 2
},
"cross_split_raster_dataset_id_duplicate_count": 0,
"dataset_version": "building-be-v56-hard-negative-instance-roofs-r1",
"exact_cross_split_raster_hash_duplicate_count": 0,
"immutable": true,
"modified_at": "2026-07-30T01:56:43.712173+02:00",
"path": "/app/storage/operator-data/building-be-v56-hard-negative-instance-roofs-r1/operator_samples_manifest.json",
"perceptual_duplicate_screen": {
"algorithm": "64-bit difference hash over 9x8 grayscale resize",
"claim_boundary": "This bounded perceptual screen is not semantic, instance-level or flight-strip deduplication and cannot establish split independence.",
"cross_split_pair_count": 4833,
"failures": [],
"minimum_hamming_distance": 17,
"pairs_at_or_below_4": [],
"screened_raster_count": 180
},
"pure_empty_background_by_region": {
"flanders": 2,
"wallonia": 1
},
"pure_empty_background_count": 3,
"region_split_counts": {
"brussels/background-test": 2,
"brussels/calibration": 3,
"brussels/test": 3,
"brussels/train": 18,
"brussels/val": 2,
"flanders/background-test": 2,
"flanders/calibration": 3,
"flanders/test": 3,
"flanders/train": 89,
"flanders/val": 2,
"wallonia/background-test": 2,
"wallonia/calibration": 3,
"wallonia/test": 3,
"wallonia/train": 43,
"wallonia/val": 2
},
"sample_count": 180,
"sample_role_counts": {
"background_candidate": 48,
"positive": 132
},
"schema_version": 1,
"sha256": "27a9b09f184bb9a0cc4897f1cfab7f1e953af5715c1b97a5ec1a7b80a2d270f1",
"size_bytes": 212185,
"spatial_independence": {
"available": true,
"claim_boundary": "AOI bounding-box distance is a screening check only; it does not prove municipality, flight-strip, building-instance or imagery independence.",
"closest_pairs": [
{
"distance_m": 95.72033647650719,
"left_sample": "anderlecht-industry-train",
"left_split": "train",
"right_sample": "jette-test",
"right_split": "test"
},
{
"distance_m": 315.0533193495502,
"left_sample": "brussels-rail-train-hard",
"left_split": "train",
"right_sample": "brussels-canal-cal",
"right_split": "calibration"
},
{
"distance_m": 539.229648376417,
"left_sample": "woluwe-park-train-hard",
"left_split": "train",
"right_sample": "woluwe-val",
"right_split": "val"
},
{
"distance_m": 966.740421130726,
"left_sample": "ixelles-dense-train",
"left_split": "train",
"right_sample": "brussels-park-cal",
"right_split": "calibration"
},
{
"distance_m": 1153.2128511309188,
"left_sample": "brussels-park-train-hard",
"left_split": "train",
"right_sample": "brussels-park-cal",
"right_split": "calibration"
},
{
"distance_m": 1171.5995011516904,
"left_sample": "brussels-canal-cal",
"left_split": "calibration",
"right_sample": "jette-test",
"right_split": "test"
},
{
"distance_m": 1189.94225545086,
"left_sample": "brussels-rail-train-hard",
"left_split": "train",
"right_sample": "jette-test",
"right_split": "test"
},
{
"distance_m": 1394.9676480241287,
"left_sample": "brussels-center-train",
"left_split": "train",
"right_sample": "brussels-rail-test",
"right_split": "test"
},
{
"distance_m": 1415.7291867613333,
"left_sample": "molenbeek-val",
"left_split": "val",
"right_sample": "brussels-rail-test",
"right_split": "test"
},
{
"distance_m": 1435.0131761375885,
"left_sample": "anderlecht-industry-train",
"left_split": "train",
"right_sample": "brussels-canal-cal",
"right_split": "calibration"
},
{
"distance_m": 1436.5229671974064,
"left_sample": "watermael-train",
"left_split": "train",
"right_sample": "brussels-park-cal",
"right_split": "calibration"
},
{
"distance_m": 1505.6258954717393,
"left_sample": "delta-rail-train-hard",
"left_split": "train",
"right_sample": "auderghem-test",
"right_split": "test"
},
{
"distance_m": 1506.5085196040245,
"left_sample": "uccle-residential-train",
"left_split": "train",
"right_sample": "bois-cambre-hard",
"right_split": "background-test"
},
{
"distance_m": 1534.9616896812483,
"left_sample": "ixelles-dense-train",
"left_split": "train",
"right_sample": "saint-gilles-cal",
"right_split": "calibration"
},
{
"distance_m": 1535.045551331911,
"left_sample": "brussels-canal-south-train-hard",
"left_split": "train",
"right_sample": "saint-gilles-cal",
"right_split": "calibration"
},
{
"distance_m": 1535.2741745730666,
"left_sample": "delta-rail-train-hard",
"left_split": "train",
"right_sample": "brussels-park-cal",
"right_split": "calibration"
},
{
"distance_m": 1623.1790568355136,
"left_sample": "laeken-mixed-train",
"left_split": "train",
"right_sample": "brussels-canal-cal",
"right_split": "calibration"
},
{
"distance_m": 1623.2684811114318,
"left_sample": "molenbeek-val",
"left_split": "val",
"right_sample": "brussels-canal-cal",
"right_split": "calibration"
},
{
"distance_m": 1623.6121947442375,
"left_sample": "saint-gilles-cal",
"left_split": "calibration",
"right_sample": "brussels-rail-test",
"right_split": "test"
},
{
"distance_m": 1763.0906334393485,
"left_sample": "brussels-center-train",
"left_split": "train",
"right_sample": "molenbeek-val",
"right_split": "val"
}
],
"cross_split_pair_count": 4833,
"crs": "EPSG:31370",
"minimum_distance_m": 95.72033647650719,
"pairs_below_2000_m": 24,
"pairs_below_64_m": 0
}
}
},
"v58": {
"calibration": {
"claim_boundary": "This is calibration-split, tile-level bbox evidence; it is not a protected-test, unique-building or national release result.",
"inference_imgsz": 640,
"match_iou": 0.5,
"model": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/best.pt",
"modified_at": "2026-07-30T02:24:34.422968+02:00",
"path": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/preview-epoch-015/calibration.json",
"sha256": "60538573a734d91107e25fb2a8a640ce45d90c482acfb65ed7110ff884f2f4c7",
"size_bytes": 44731,
"split": "val",
"summary": "/app/storage/operator-data/building-be-v56-hard-negative-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
"sweep_count": 13,
"threshold_0_02": {
"aggregate": {
"f1": 0.24066744276290258,
"false_negative": 1704,
"false_positive": 17864,
"precision": 0.14791318864774625,
"recall": 0.6453694068678459,
"true_positive": 3101
},
"pure_empty_false_positives": 0,
"regions": {
"brussels": {
"f1": 0.42032204330927264,
"false_negative": 332,
"false_positive": 3844,
"precision": 0.2825681224337439,
"recall": 0.8201516793066089,
"true_positive": 1514
},
"flanders": {
"f1": 0.08040201005025126,
"false_negative": 902,
"false_positive": 1477,
"precision": 0.06578115117014548,
"recall": 0.10337972166998012,
"true_positive": 104
},
"wallonia": {
"f1": 0.18561862444458352,
"false_negative": 470,
"false_positive": 12543,
"precision": 0.10573221160701554,
"recall": 0.7593445980542755,
"true_positive": 1483
}
},
"threshold": 0.02
},
"threshold_0_15": {
"aggregate": {
"f1": 0.512905360688286,
"false_negative": 2480,
"false_positive": 1936,
"precision": 0.5456465618399436,
"recall": 0.4838709677419355,
"true_positive": 2325
},
"pure_empty_false_positives": 0,
"regions": {
"brussels": {
"f1": 0.6944444444444445,
"false_negative": 496,
"false_positive": 692,
"precision": 0.6611165523996082,
"recall": 0.7313109425785482,
"true_positive": 1350
},
"flanders": {
"f1": 0.0,
"false_negative": 1006,
"false_positive": 0,
"precision": 1.0,
"recall": 0.0,
"true_positive": 0
},
"wallonia": {
"f1": 0.4674017257909875,
"false_negative": 978,
"false_positive": 1244,
"precision": 0.4393871113114015,
"recall": 0.49923195084485406,
"true_positive": 975
}
},
"threshold": 0.15
},
"tile_count": 144
}
},
"v62": {
"calibration": {
"claim_boundary": "This is calibration-split, tile-level bbox evidence; it is not a protected-test, unique-building or national release result.",
"inference_imgsz": 640,
"match_iou": 0.5,
"model": "/app/storage/training/building-be-v58-v56-clean-pretrained-r1/runs/national/weights/best.pt",
"modified_at": "2026-07-30T02:48:19.325477+02:00",
"path": "/app/storage/training/building-be-v62-v58-flanders-balanced-transfer-r1/preview-epoch-006/calibration-routed.json",
"sha256": "05d8c8f0ade55907e37668758ac225aeff60cbb45604de662944fa447f6d590f",
"size_bytes": 45013,
"split": "val",
"summary": "/app/storage/operator-data/building-be-v56-hard-negative-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
"sweep_count": 13,
"threshold_0_02": {
"aggregate": {
"f1": 0.20828296965455817,
"false_negative": 1531,
"false_positive": 23359,
"precision": 0.1229301993767131,
"recall": 0.6813735691987512,
"true_positive": 3274
},
"pure_empty_false_positives": 0,
"regions": {
"brussels": {
"f1": 0.42032204330927264,
"false_negative": 332,
"false_positive": 3844,
"precision": 0.2825681224337439,
"recall": 0.8201516793066089,
"true_positive": 1514
},
"flanders": {
"f1": 0.06711084191399151,
"false_negative": 729,
"false_positive": 6972,
"precision": 0.03821216719547524,
"recall": 0.2753479125248509,
"true_positive": 277
},
"wallonia": {
"f1": 0.18561862444458352,
"false_negative": 470,
"false_positive": 12543,
"precision": 0.10573221160701554,
"recall": 0.7593445980542755,
"true_positive": 1483
}
},
"threshold": 0.02
},
"threshold_0_15": {
"aggregate": {
"f1": 0.512905360688286,
"false_negative": 2480,
"false_positive": 1936,
"precision": 0.5456465618399436,
"recall": 0.4838709677419355,
"true_positive": 2325
},
"pure_empty_false_positives": 0,
"regions": {
"brussels": {
"f1": 0.6944444444444445,
"false_negative": 496,
"false_positive": 692,
"precision": 0.6611165523996082,
"recall": 0.7313109425785482,
"true_positive": 1350
},
"flanders": {
"f1": 0.0,
"false_negative": 1006,
"false_positive": 0,
"precision": 1.0,
"recall": 0.0,
"true_positive": 0
},
"wallonia": {
"f1": 0.4674017257909875,
"false_negative": 978,
"false_positive": 1244,
"precision": 0.4393871113114015,
"recall": 0.49923195084485406,
"true_positive": 975
}
},
"threshold": 0.15
},
"tile_count": 144
}
},
"v66": {
"manifest": {
"background_test_samples": [],
"context_counts": {
"detached-lowrise": 2,
"rural-lowrise": 1
},
"cross_split_raster_dataset_id_duplicate_count": 0,
"dataset_version": "building-be-v66-lowrise-temporal-r1",
"exact_cross_split_raster_hash_duplicate_count": 0,
"immutable": true,
"modified_at": "2026-07-30T04:32:11.684242+02:00",
"path": "/app/storage/operator-data/building-be-v66-lowrise-temporal-r1/operator_samples_manifest.json",
"perceptual_duplicate_screen": {
"algorithm": "64-bit difference hash over 9x8 grayscale resize",
"claim_boundary": "This bounded perceptual screen is not semantic, instance-level or flight-strip deduplication and cannot establish split independence.",
"cross_split_pair_count": 0,
"failures": [],
"minimum_hamming_distance": null,
"pairs_at_or_below_4": [],
"screened_raster_count": 3
},
"pure_empty_background_by_region": {},
"pure_empty_background_count": 0,
"region_split_counts": {
"flanders/train": 3
},
"sample_count": 3,
"sample_role_counts": {
"positive": 3
},
"schema_version": 1,
"sha256": "d861da48aca40121e158e6ab243a6ccbe53e14d500a186af64b620f612935b07",
"size_bytes": 3678,
"spatial_independence": {
"available": true,
"claim_boundary": "AOI bounding-box distance is a screening check only; it does not prove municipality, flight-strip, building-instance or imagery independence.",
"closest_pairs": [],
"cross_split_pair_count": 0,
"crs": "EPSG:31370",
"minimum_distance_m": null,
"pairs_below_2000_m": 0,
"pairs_below_64_m": 0
}
}
}
}