Datumaro

New features
- Support KITTI 3D format
(<https://github.com/openvinotoolkit/datumaro/pull/1619>, <https://github.com/openvinotoolkit/datumaro/pull/1621>)
- Add PseudoLabeling transform for unlabeled dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1594>)

Enhancements
- Raise an appropriate error when exporting a datumaro dataset if its subset name contains path separators.
(<https://github.com/openvinotoolkit/datumaro/pull/1615>)
- Update docs for transform plugins
(<https://github.com/openvinotoolkit/datumaro/pull/1599>)
- Update ov ir model for explorer openvino launcher with CLIP ViT-L/14336px model
(<https://github.com/openvinotoolkit/datumaro/pull/1603>)
- Optimize path assignment to handle point cloud in JSON without images
(<https://github.com/openvinotoolkit/datumaro/pull/1643>)
- Set TabularTransform to process clean transform in parallel
(<https://github.com/openvinotoolkit/datumaro/pull/1648>)

Bug fixes
- Fix datumaro format to load visibility information from Points annotations
(<https://github.com/openvinotoolkit/datumaro/pull/1644>)

Enhancements
- Support multiple labels for kaggle format
(<https://github.com/openvinotoolkit/datumaro/pull/1607>)
- Use DataFrame.map instead of DataFrame.applymap
(<https://github.com/openvinotoolkit/datumaro/pull/1613>)

Bug fixes
- Fix StreamDataset merging when importing in eager mode
(<https://github.com/openvinotoolkit/datumaro/pull/1609>)

New features
- Add a new CLI command: datum format
(<https://github.com/openvinotoolkit/datumaro/pull/1570>)
- Add a new Cuboid2D annotation type
(<https://github.com/openvinotoolkit/datumaro/pull/1601>)
- Support language dataset for DmTorchDataset
(<https://github.com/openvinotoolkit/datumaro/pull/1592>)

Enhancements
- Change _Shape to Shape and add comments for subclasses of Shape
(<https://github.com/openvinotoolkit/datumaro/pull/1568>)
- Fix `kitti_raw` importer and exporter for dimensions (height, width, length) in meters
(<https://github.com/openvinotoolkit/datumaro/pull/1596>)

Bug fixes
- Fix KITTI-3D importer and exporter
(<https://github.com/openvinotoolkit/datumaro/pull/1596>)

New features
- Add TabularValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1498>)
- Add Clean Transform for tabular data type
(<https://github.com/openvinotoolkit/datumaro/pull/1520>)

Enhancements
- Set label name with parents to avoid duplicates for AstypeAnnotations
(<https://github.com/openvinotoolkit/datumaro/pull/1492>)
- Pass Keyword Argument to TabularDataBase
(<https://github.com/openvinotoolkit/datumaro/pull/1522>)
- Support hierarchical structure for ImageNet dataset format
(<https://github.com/openvinotoolkit/datumaro/pull/1528>)
- Enable dtype argument when calling media.data
(<https://github.com/openvinotoolkit/datumaro/pull/1546>)

Bug fixes
- Preserve end_frame information of a video when it is zero.
(<https://github.com/openvinotoolkit/datumaro/pull/1541>)
- Changed the Datumaro format to ensure exported videos have relative paths and to prevent the same video from being overwritten.
(<https://github.com/openvinotoolkit/datumaro/pull/1547>)

New features
- Support 'Video' media type in datumaro format
(<https://github.com/openvinotoolkit/datumaro/pull/1491>)
- Add ann_types property for dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1422>, <https://github.com/openvinotoolkit/datumaro/pull/1479>)
- Add AnnotationType.rotated_bbox for oriented object detection
(<https://github.com/openvinotoolkit/datumaro/pull/1459>)
- Add DOTA data format for oriented object detection task
(<https://github.com/openvinotoolkit/datumaro/pull/1475>)
- Add AstypeAnnotations Transform
(<https://github.com/openvinotoolkit/datumaro/pull/1484>)
- Enhance DatasetItem annotations for semantic segmentation model training use case
(<https://github.com/openvinotoolkit/datumaro/pull/1503>)
- Add TabularValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1498>)
- Add Clean Transform for tabular data type
(<https://github.com/openvinotoolkit/datumaro/pull/1520>)
- Add notebook for data handling of kaggle dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1534>)

Enhancements
- Fix ambiguous COCO format detector
(<https://github.com/openvinotoolkit/datumaro/pull/1442>)
- Get target information for tabular dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1471>)
- Add ExtractedMask and update importers who can use it to use it
(<https://github.com/openvinotoolkit/datumaro/pull/1480>)
- Improve PIL and COLOR_BGR context image decode performance
(<https://github.com/openvinotoolkit/datumaro/pull/1501>)
- Improve get_area() of Polygon through Shoelace formula
(<https://github.com/openvinotoolkit/datumaro/pull/1507>)
- Improve _Shape point converter
(<https://github.com/openvinotoolkit/datumaro/pull/1508>)

Bug fixes
- Split the video directory into subsets to avoid overwriting
(<https://github.com/openvinotoolkit/datumaro/pull/1485>)
- Doc update to replace --save-images is replaced with --save-media
(<https://github.com/openvinotoolkit/datumaro/pull/1514>)

Enhancements
- Prevent AcLauncher for OpenVINO 2024.0
(<https://github.com/openvinotoolkit/datumaro/pull/1450>)

Bug fixes
- Modify lxml dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1460>)
- Fix CLI error occurring when installed with default option only
(<https://github.com/openvinotoolkit/datumaro/issues/1444>, <https://github.com/openvinotoolkit/datumaro/pull/1454>)
- Relax Pillow dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1436>)
- Modify Numpy dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1435>)
- Relax old pandas version constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1467>)