Datumaro

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>)

Bug fixes
- Fix to not export absolute media path in Datumaro and DatumaroBinary formats
(<https://github.com/openvinotoolkit/datumaro/pull/896>)
- Change pypi_publish.yml to publish_sdist_to_pypi.yml
(<https://github.com/openvinotoolkit/datumaro/pull/895>)

New features
- Add with_subset_dirs decorator (Add ImagenetWithSubsetDirsImporter)
(<https://github.com/openvinotoolkit/datumaro/pull/816>)
- Add CommonSemanticSegmentationWithSubsetDirsImporter
(<https://github.com/openvinotoolkit/datumaro/pull/826>)
- Add DatumaroBinary format
(<https://github.com/openvinotoolkit/datumaro/pull/828>, <https://github.com/openvinotoolkit/datumaro/pull/829>, <https://github.com/openvinotoolkit/datumaro/pull/830>, <https://github.com/openvinotoolkit/datumaro/pull/831>, <https://github.com/openvinotoolkit/datumaro/pull/880>, <https://github.com/openvinotoolkit/datumaro/pull/883>)
- Add Explorer CLI documentation
(<https://github.com/openvinotoolkit/datumaro/pull/838>)
- Add version to dataset exported as datumaro format
(<https://github.com/openvinotoolkit/datumaro/pull/842>)
- Add Ava action data format support
(<https://github.com/openvinotoolkit/datumaro/pull/847>)
- Add Shift Analyzer (both covariate and label shifts)
(<https://github.com/openvinotoolkit/datumaro/pull/855>)
- Add YOLO Loose format
(<https://github.com/openvinotoolkit/datumaro/pull/856>)
- Add Ultralytics YOLO format
(<https://github.com/openvinotoolkit/datumaro/pull/859>)

Enhancements
- Refactor Datumaro format code and test code
(<https://github.com/openvinotoolkit/datumaro/pull/824>)
- Add publish to PyPI Github action
(<https://github.com/openvinotoolkit/datumaro/pull/867>)
- Add --no-media-encryption option
(<https://github.com/openvinotoolkit/datumaro/pull/875>)

Bug fixes
- Fix image filenames and anomaly mask appearance in MVTec exporter
(<https://github.com/openvinotoolkit/datumaro/pull/835>)
- Fix CIFAR10 and 100 detect function
(<https://github.com/openvinotoolkit/datumaro/pull/836>)
- Fix celeba and align_celeba detect function
(<https://github.com/openvinotoolkit/datumaro/pull/837>)
- Choose the top priority detect format for all directory depths
(<https://github.com/openvinotoolkit/datumaro/pull/839>)
- Fix MVTec format detect function
(<https://github.com/openvinotoolkit/datumaro/pull/843>)
- Fix wrong `__len__()` of Subset when the item is removed
(<https://github.com/openvinotoolkit/datumaro/pull/854>)
- Fix mask visualization bug
(<https://github.com/openvinotoolkit/datumaro/pull/860>)
- Fix detect unit tests to test false negatives as well
(<https://github.com/openvinotoolkit/datumaro/pull/868>)