74 lines
1.9 KiB
JSON
74 lines
1.9 KiB
JSON
[
|
|
"docker",
|
|
"exec",
|
|
"-d",
|
|
"geointel",
|
|
"/opt/geointel/venv/bin/python",
|
|
"/app/scripts/run_belgium_building_training_loop.py",
|
|
"--initial-model",
|
|
"/app/storage/training/building-be-v37-yolo11x-failure-driven-r1/iteration-001/weights/best.pt",
|
|
"--train-yaml",
|
|
"/app/storage/operator-data/building-be-v37-failure-driven-r1/dataset.yaml",
|
|
"--train-summary",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/train/yolo_tile_dataset_summary.json",
|
|
"--dataset-audit",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/audit/belgium-building-corpus-audit.json",
|
|
"--train-quality-audit",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/train/audit/operator_yolo_dataset_quality_audit.json",
|
|
"--calibration-summary",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/calibration/yolo_tile_dataset_summary.json",
|
|
"--test-summary",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/test/yolo_tile_dataset_summary.json",
|
|
"--background-summary",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/background-test/yolo_tile_dataset_summary.json",
|
|
"--corpus-manifest",
|
|
"/app/storage/operator-data/building-be-v30-rotated-holdouts-r1/operator_samples_manifest.json",
|
|
"--output-dir",
|
|
"/app/storage/training/building-be-v37-closed-loop-r1",
|
|
"--iterations",
|
|
"20",
|
|
"--epochs",
|
|
"80",
|
|
"--patience",
|
|
"18",
|
|
"--batch",
|
|
"8",
|
|
"--workers",
|
|
"0",
|
|
"--max-det",
|
|
"1000",
|
|
"--imgsz",
|
|
"640",
|
|
"--optimizer",
|
|
"AdamW",
|
|
"--lr0",
|
|
"0.0001",
|
|
"--mosaic",
|
|
"0",
|
|
"--scale",
|
|
"0.15",
|
|
"--translate",
|
|
"0.05",
|
|
"--degrees",
|
|
"180",
|
|
"--flipud",
|
|
"0.5",
|
|
"--fliplr",
|
|
"0.5",
|
|
"--warmup-epochs",
|
|
"1",
|
|
"--warmup-bias-lr",
|
|
"0.01",
|
|
"--hsv-h",
|
|
"0.01",
|
|
"--hsv-s",
|
|
"0.2",
|
|
"--hsv-v",
|
|
"0.15",
|
|
"--seed",
|
|
"20260807",
|
|
"--yolo",
|
|
"/opt/geointel/venv/bin/yolo",
|
|
"--evaluate-initial-model"
|
|
]
|