Datumaro

Enhancements
- Add memory bounded datumaro data format detect to release 1.5.1
(<https://github.com/openvinotoolkit/datumaro/pull/1241>)
- Bump version string to 1.5.2
(<https://github.com/openvinotoolkit/datumaro/pull/1249>)
- Remove Protobuf version limitation (<4)
(<https://github.com/openvinotoolkit/datumaro/pull/1248>)

Enhancements
- Enhance Datumaro data format stream importer performance
(<https://github.com/openvinotoolkit/datumaro/pull/1153>)
- Change image default dtype from float32 to uint8
(<https://github.com/openvinotoolkit/datumaro/pull/1175>)
- Add comparison level-up doc
(<https://github.com/openvinotoolkit/datumaro/pull/1174>)
- Add ImportError to catch GitPython import error
(<https://github.com/openvinotoolkit/datumaro/pull/1174>)

Bug fixes
- Modify the draw function in the visualizer not to raise an error for unsupported annotation types.
(<https://github.com/openvinotoolkit/datumaro/pull/1180>)
- Correct explore path in the related document.
(<https://github.com/openvinotoolkit/datumaro/pull/1176>)
- Fix errata in the voc document. Color values in the labelmap.txt should be separated by commas, not colons.
(<https://github.com/openvinotoolkit/datumaro/pull/1162>)
- Fix hyperlink errors in the document
(<https://github.com/openvinotoolkit/datumaro/pull/1159>, <https://github.com/openvinotoolkit/datumaro/pull/1161>)
- Fix memory unbounded Arrow data format export/import
(<https://github.com/openvinotoolkit/datumaro/pull/1169>)
- Update CVAT format doc to bypass warning
(<https://github.com/openvinotoolkit/datumaro/pull/1183>)

New features
- Add SAMAutomaticMaskGeneration transform
(<https://github.com/openvinotoolkit/datumaro/pull/1168>)
- Add tabular data import/export
(<https://github.com/openvinotoolkit/datumaro/pull/1089>)
- Support video annotation import/export
(<https://github.com/openvinotoolkit/datumaro/pull/1124>)
- Add multiframework (PyTorch, Tensorflow) converter
(<https://github.com/openvinotoolkit/datumaro/pull/1125>)
- Add SAM OVMS and Triton server Docker image builders
(<https://github.com/openvinotoolkit/datumaro/pull/1129>)
- Add SAMBboxToInstanceMask transform
(<https://github.com/openvinotoolkit/datumaro/pull/1133>, <https://github.com/openvinotoolkit/datumaro/pull/1134>)
- Add ConfigurableValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1142>)

Enhancements
- Enhance `ClassificationValidator` for multi-label classification datasets with `label_groups`
(<https://github.com/openvinotoolkit/datumaro/pull/1116>)
- Replace Roboflow `xml.etree` with `defusedxml`
(<https://github.com/openvinotoolkit/datumaro/pull/1117>)
- Define `GroupType` with `IntEnum` for, where `0` is `EXCLUSIVE`
(<https://github.com/openvinotoolkit/datumaro/pull/1116>)
- Add Rust API to optimize COCOPageMapper performance
(<https://github.com/openvinotoolkit/datumaro/pull/1120>)
- Support a dictionary input in addition to a single image input for the model launcher to support Segment Anything Model
(<https://github.com/openvinotoolkit/datumaro/pull/1133>)
- Remove deprecates announced to be removed in 1.5.0
(<https://github.com/openvinotoolkit/datumaro/pull/1140>)
- Add multi-threading option to ModelTransform and SAMBboxToInstanceMask
(<https://github.com/openvinotoolkit/datumaro/pull/1145>, <https://github.com/openvinotoolkit/datumaro/pull/1149>)

Bug fixes
- Coco exporter can export annotations even if there is no media, except for mask annotations which require media info.
(<https://github.com/openvinotoolkit/datumaro/issues/1147>)(<https://github.com/openvinotoolkit/datumaro/pull/1158>)
- Fix bugs for Tile transform
(<https://github.com/openvinotoolkit/datumaro/pull/1123>)
- Disable Roboflow Tfrecord format when Tensorflow is not installed
(<https://github.com/openvinotoolkit/datumaro/pull/1130>)
- Raise VcsAlreadyExists error if vcs directory exists
(<https://github.com/openvinotoolkit/datumaro/pull/1138>)

Bug fixes
- Report errors for COCO (stream) and Datumaro importers
(<https://github.com/openvinotoolkit/datumaro/pull/1110>)

(<https://github.com/openvinotoolkit/datumaro/pull/1099>)
- Give notice that the deprecation works will be done in datumaro==1.5.0
(<https://github.com/openvinotoolkit/datumaro/pull/1085>)
- Unify COCO, Datumaro, VOC, YOLO importer/exporter progress reporter descriptions
(<https://github.com/openvinotoolkit/datumaro/pull/1100>)
- Enhance import performance for built-in plugins
(<https://github.com/openvinotoolkit/datumaro/pull/1031>)
- Change default dtype of load_image() to np.uint8
(<https://github.com/openvinotoolkit/datumaro/pull/1041>)
- Add OTX ATSS detector model interpreter & refactor interfaces
(<https://github.com/openvinotoolkit/datumaro/pull/1047>)
- Refactor Launcher and ModelInterpreter
(<https://github.com/openvinotoolkit/datumaro/pull/1055>)
- Add CVAT data format document
(<https://github.com/openvinotoolkit/datumaro/pull/1060>)
- Reduce peak memory usage when importing COCO and Datumaro formats
(<https://github.com/openvinotoolkit/datumaro/pull/1061>)
- Enhance the error message for datum stats to be more user friendly
(<https://github.com/openvinotoolkit/datumaro/pull/1069>)
- Refactor dataset.py to seperate DatasetStorage
(<https://github.com/openvinotoolkit/datumaro/pull/1073>)

Bug fixes
- Create cache dir under only writable filesystem
(<https://github.com/openvinotoolkit/datumaro/pull/1088>)
- Fix: Dataset infos() can be broken if a transform not redefining infos() is stacked on the top
(<https://github.com/openvinotoolkit/datumaro/pull/1101>)
- Fix warnings in test_visualizer.py
(<https://github.com/openvinotoolkit/datumaro/pull/1039>)
- Fix LabelMe data format
(<https://github.com/openvinotoolkit/datumaro/pull/1053>)
- Prevent installing protobuf>=4
(<https://github.com/openvinotoolkit/datumaro/pull/1054>)
- Fix UnionMerge
(<https://github.com/openvinotoolkit/datumaro/pull/1086>)

Enhancements
- Let CocoBase continue even if an InvalidAnnotationError is raised
(<https://github.com/openvinotoolkit/datumaro/pull/1050>)

Bug fixes
- Install dvc version to 2.x
(<https://github.com/openvinotoolkit/datumaro/pull/1048>)
- Replace np.append() in Validator
(<https://github.com/openvinotoolkit/datumaro/pull/1050>)