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Added discard-invalid-images ISP for removing corrupt images or annotations with no image attached.
Added batch-split sub-command for splitting individual batches of annotations into subsets like train/test/val. Supports grouping of files within batches (eg multiple images of the same object).
Added filter-metadata ISP for filtering object detection.
Restricted maximum characters per line in help output to 100 to avoid long help strings to become unreadable.
The polygon-discarder now annotations that either have no polygon or invalid polygons.
Added descriptions to the help screens of the main commands.
The ImageSegmentationAnnotation class now outputs the unique values in its exception when there are more unique values than labels
The Data class (module: wai.annotations.core.domain) now outputs a warning message if a file cannot be read; also added LoggingEnabled mixin.