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Uncover a detailed guide to Ultralytics data utilities. Learn functions from img2label_paths to autosplit, all boosting your YOLO model’s efficiency. Ultralytics, data utils, YOLO, img2label_paths, exif_size, polygon2mask, polygons2masks_overlap, check_cls_dataset, delete_dsstore, autosplit

HUBDatasetStats


::: ultralytics.data.utils.HUBDatasetStats



img2label_paths


::: ultralytics.data.utils.img2label_paths



get_hash


::: ultralytics.data.utils.get_hash



exif_size


::: ultralytics.data.utils.exif_size



verify_image_label


::: ultralytics.data.utils.verify_image_label



polygon2mask


::: ultralytics.data.utils.polygon2mask



polygons2masks


::: ultralytics.data.utils.polygons2masks



polygons2masks_overlap


::: ultralytics.data.utils.polygons2masks_overlap



check_det_dataset


::: ultralytics.data.utils.check_det_dataset



check_cls_dataset


::: ultralytics.data.utils.check_cls_dataset



compress_one_image


::: ultralytics.data.utils.compress_one_image



delete_dsstore


::: ultralytics.data.utils.delete_dsstore



zip_directory


::: ultralytics.data.utils.zip_directory



autosplit


::: ultralytics.data.utils.autosplit