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dataset_validate

Deep integrity checks for YOLO datasets.

Inputs

  • dataset_path
  • format
  • check_image_readable
  • check_bbox_bounds
  • check_class_id_range
  • strict

Outputs

  • valid
  • structured errors and warnings
  • one-line summary
  • optional remediation_script

Examples

{"dataset_path":"~/data/mini_yolo"}
{"dataset_path":"~/data/warehouse","strict":true}
{"dataset_path":"~/data/retail","check_image_readable":false}

Common Errors

  • unsupported non-YOLO format
  • missing dataset path

dataset_inspect, dataset_convert