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dataset_inspect

Comprehensive dataset statistics for YOLO or COCO exports.

Inputs

  • dataset_path: dataset root
  • format: auto, yolo, coco, or voc
  • include_samples: include sample image paths
  • max_images_analyzed: sampling cap for very large datasets

Outputs

  • detected format, image/annotation counts, class stats, orphan counts
  • split detection, distribution histograms, warnings, and sample paths

Examples

{"dataset_path":"~/data/mini_yolo"}
{"dataset_path":"~/data/retail","format":"yolo","include_samples":false}
{"dataset_path":"~/exports/coco128","format":"coco","max_images_analyzed":5000}

Common Errors

  • FOVUX_DATASET_001: missing dataset path
  • FOVUX_DATASET_002: unsupported or malformed dataset format
  • FOVUX_DATASET_003: zero images discovered

dataset_validate, dataset_find_duplicates, dataset_split