Datumaro

(<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>)

Bug fixes
- Fix Cityscapes format mis-detection
(<https://github.com/openvinotoolkit/datumaro/pull/1029>)

New features
- Add CocoRoboflowImporter
(<https://github.com/openvinotoolkit/datumaro/pull/976>, <https://github.com/openvinotoolkit/datumaro/pull/1000>)
- Add SynthiaSfImporter and SynthiaAlImporter
(<https://github.com/openvinotoolkit/datumaro/pull/987>)
- Add intermediate skill docs for filter
(<https://github.com/openvinotoolkit/datumaro/pull/996>)
- Add VocInstanceSegmentationImporter and VocInstanceSegmentationExporter
(<https://github.com/openvinotoolkit/datumaro/pull/997>)
- Add Segment Anything data format support
(<https://github.com/openvinotoolkit/datumaro/pull/1005>, <https://github.com/openvinotoolkit/datumaro/pull/1009>)
- Add Correct transformation
(<https://github.com/openvinotoolkit/datumaro/pull/1006>)
- Implement ReindexAnnotations transform
(<https://github.com/openvinotoolkit/datumaro/pull/1008>)
- Add notebook examples for importing/exporting detection and segmentation data
(<https://github.com/openvinotoolkit/datumaro/pull/1020>, <https://github.com/openvinotoolkit/datumaro/pull/1023>)
- Update CLI from diff to compare, add TableComparator
(<https://github.com/openvinotoolkit/datumaro/pull/1012>)

Enhancements
- Use autosummary for fully-automatic Python module docs generation
(<https://github.com/openvinotoolkit/datumaro/pull/973>)
- Enrich stack trace for better user experience when importing
(<https://github.com/openvinotoolkit/datumaro/pull/992>)
- Save and load hashkey for explorer
(<https://github.com/openvinotoolkit/datumaro/pull/981>)
(<https://github.com/openvinotoolkit/datumaro/pull/1003>)
- Add MOT and MOTS data format docs
(<https://github.com/openvinotoolkit/datumaro/pull/999>)
- Improve RemoveAnnotations to remove specific annotations with ids
(<https://github.com/openvinotoolkit/datumaro/pull/1004>)
- Add Jupyter notebook example of noisy label detection for detection tasks
(<https://github.com/openvinotoolkit/datumaro/pull/1011>)

Bug fixes
- Fix Mapillary Vistas data format
(<https://github.com/openvinotoolkit/datumaro/pull/977>)
- Fix `bytes` property returning `None` if function is given to `data`
(<https://github.com/openvinotoolkit/datumaro/pull/978>)
- Fix Synthia-Rand data format
(<https://github.com/openvinotoolkit/datumaro/pull/987>)
- Fix `person_layout` categories and `action_classification` attributes in imported Pascal-VOC dataset
(<https://github.com/openvinotoolkit/datumaro/pull/997>)
- Drop a malformed transform from StackedTransform automatically
(<https://github.com/openvinotoolkit/datumaro/pull/1001>)
- Fix `Cityscapes` to drop `ImgsFine` directory
(<https://github.com/openvinotoolkit/datumaro/pull/1023>)

Bug fixes
- Fix project level CVAT for images format import
(<https://github.com/openvinotoolkit/datumaro/pull/980>)
- Fix an info message when using the convert CLI command with no args.input_format
(<https://github.com/openvinotoolkit/datumaro/pull/982>)
- Fix media contents not returning bytes in arrow format
(<https://github.com/openvinotoolkit/datumaro/pull/986>)

New features
- Add Skill Up section to documentation
(<https://github.com/openvinotoolkit/datumaro/pull/920>, <https://github.com/openvinotoolkit/datumaro/pull/933>, <https://github.com/openvinotoolkit/datumaro/pull/935>, <https://github.com/openvinotoolkit/datumaro/pull/945>, <https://github.com/openvinotoolkit/datumaro/pull/949>, <https://github.com/openvinotoolkit/datumaro/pull/953>, <https://github.com/openvinotoolkit/datumaro/pull/959>, <https://github.com/openvinotoolkit/datumaro/pull/960>, <https://github.com/openvinotoolkit/datumaro/pull/967>)
- Add LossDynamicsAnalyzer for noisy label detection
(<https://github.com/openvinotoolkit/datumaro/pull/928>)
- Add Apache Arrow format support
(<https://github.com/openvinotoolkit/datumaro/pull/931>, <https://github.com/openvinotoolkit/datumaro/pull/948>)
- Add sort transform
(<https://github.com/openvinotoolkit/datumaro/pull/931>)

Enhancements
- Add multiprocessing to DatumaroBinaryBase
(<https://github.com/openvinotoolkit/datumaro/pull/897>)
- Refactor merge code
(<https://github.com/openvinotoolkit/datumaro/pull/901>, <https://github.com/openvinotoolkit/datumaro/pull/906>)
- Refactor download CLI commands
(<https://github.com/openvinotoolkit/datumaro/pull/909>)
- Refactor CLI commands w/ and w/o project
(<https://github.com/openvinotoolkit/datumaro/pull/910>, <https://github.com/openvinotoolkit/datumaro/pull/952>)
- Refactor Media to be initialized from explicit sources
(<https://github.com/openvinotoolkit/datumaro/pull/911> <https://github.com/openvinotoolkit/datumaro/pull/921>, <https://github.com/openvinotoolkit/datumaro/pull/944>)
- Refactor hl_ops.py
(<https://github.com/openvinotoolkit/datumaro/pull/912>)
- Add tfds:uc_merced and tfds:eurosat download
(<https://github.com/openvinotoolkit/datumaro/pull/914>)
- Migrate documentation framework to Sphinx
(<https://github.com/openvinotoolkit/datumaro/pull/917>, <https://github.com/openvinotoolkit/datumaro/pull/922>, <https://github.com/openvinotoolkit/datumaro/pull/947>, <https://github.com/openvinotoolkit/datumaro/pull/954>, <https://github.com/openvinotoolkit/datumaro/pull/958>, <https://github.com/openvinotoolkit/datumaro/pull/961>, <https://github.com/openvinotoolkit/datumaro/pull/962>, <https://github.com/openvinotoolkit/datumaro/pull/963>, <https://github.com/openvinotoolkit/datumaro/pull/964>, <https://github.com/openvinotoolkit/datumaro/pull/965>, <https://github.com/openvinotoolkit/datumaro/pull/969>)
- Update merge tutorial for real life usecase
(<https://github.com/openvinotoolkit/datumaro/pull/930>)
- Abbreviate "detect-format" to "detect" for prettifying
(<https://github.com/openvinotoolkit/datumaro/pull/951>)

Bug fixes
- Add UserWarning if an invalid media_type comes to image statistics computation
(<https://github.com/openvinotoolkit/datumaro/pull/891>)
- Fix negated `is_encrypted`
(<https://github.com/openvinotoolkit/datumaro/pull/907>)
- Save extra images of PointCloud when exporting to datumaro format
(<https://github.com/openvinotoolkit/datumaro/pull/918>)
- Fix log issue when importing celeba and align celeba dataset
(<https://github.com/openvinotoolkit/datumaro/pull/919>)