Datumaro

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>)

New features
- Add Data Explorer
(<https://github.com/openvinotoolkit/datumaro/pull/773>)
- Add Ellipse annotation type
(<https://github.com/openvinotoolkit/datumaro/pull/807>)
- Add MVTec anomaly data support
(<https://github.com/openvinotoolkit/datumaro/pull/810>)

Enhancements
- Refactor existing tests
(<https://github.com/openvinotoolkit/datumaro/pull/803>)
- Raise ImportError on importing malformed COCO directory
(<https://github.com/openvinotoolkit/datumaro/pull/812>)
- Remove the duplicated and cyclical category context in documentation
(<https://github.com/openvinotoolkit/datumaro/pull/822>)

Bug fixes
- Fix for importing CVAT image 1.1 data format exported to project level
(<https://github.com/openvinotoolkit/datumaro/pull/795>)
- Fix a problem on setting log-level via CLI
(<https://github.com/openvinotoolkit/datumaro/pull/800>)
- Fix code format with the latest black==23.1.0
(<https://github.com/openvinotoolkit/datumaro/pull/802>)
- Fix [Explain command cannot find the model (721)](https://github.com/openvinotoolkit/datumaro/issues/721) (<https://github.com/openvinotoolkit/datumaro/pull/804>)
- Fix a problem found on model remove CLI command
(<https://github.com/openvinotoolkit/datumaro/pull/805>)

New features
- Add Tile transformation
(<https://github.com/openvinotoolkit/datumaro/pull/790>)
- Add Video keyframe extraction
(<https://github.com/openvinotoolkit/datumaro/pull/791>)
- Add TileTransform documentation and Jupyter notebook example
(<https://github.com/openvinotoolkit/datumaro/pull/794>)
- Add MergeTile transformation
(<https://github.com/openvinotoolkit/datumaro/pull/796>)

Enhancements
- Improved mask_to_rle performance
(<https://github.com/openvinotoolkit/datumaro/pull/770>)

Deprecated
- N/A

Removed
- N/A

Bug fixes
- Fix MacOS CI failures
(<https://github.com/openvinotoolkit/datumaro/pull/789>)
- Fix auto-documentation for the data_format plugins
(<https://github.com/openvinotoolkit/datumaro/pull/793>)

Security
- Add security.md file for the SDL
(<https://github.com/openvinotoolkit/datumaro/pull/798>)

New features
- Support for exclusive of labels with LabelGroup
(<https://github.com/openvinotoolkit/datumaro/pull/742>)
- Jupyter samples
- Introducing how to merge datasets
(<https://github.com/openvinotoolkit/datumaro/pull/738>)
- Introducing how to visualize dataset
(<https://github.com/openvinotoolkit/datumaro/pull/747>)
- Introducing how to filter dataset
(<https://github.com/openvinotoolkit/datumaro/pull/748>)
- Introducing how to transform dataset
(<https://github.com/openvinotoolkit/datumaro/pull/759>)
- Visualization Python API
- Bbox feature
(<https://github.com/openvinotoolkit/datumaro/pull/744>)
- Label, Points, Polygon, PolyLine, and Caption visualization features
(<https://github.com/openvinotoolkit/datumaro/pull/746>)
- Mask, SuperResolution, Depth visualization features
(<https://github.com/openvinotoolkit/datumaro/pull/747>)
- Documentation for Python API
(<https://github.com/openvinotoolkit/datumaro/pull/753>)
- dataset handler, visualizer, filter descriptions
(<https://github.com/openvinotoolkit/datumaro/pull/761>)
- `__repr__` for Dataset
(<https://github.com/openvinotoolkit/datumaro/pull/750>)
- Support for exporting as CVAT video format
(<https://github.com/openvinotoolkit/datumaro/pull/757>)
- CodeCov coverage reporting feature to CI/CD
(<https://github.com/openvinotoolkit/datumaro/pull/756>)
- Jupyter notebook example rendering to documentation
(<https://github.com/openvinotoolkit/datumaro/pull/758>)
- An interface to manipulate 'infos' to store the dataset meta-info
(<https://github.com/openvinotoolkit/datumaro/pull/767>)
- 'bbox' annotation when importing a COCO dataset
(<https://github.com/openvinotoolkit/datumaro/pull/772>)

Enhancements
- Wrap title text according to its plot width
(<https://github.com/openvinotoolkit/datumaro/pull/769>)
- Get list of subsets and support only Image media type in visualizer
(<https://github.com/openvinotoolkit/datumaro/pull/768>)

Deprecated
- N/A

Removed
- N/A

Bug fixes
- Correcting static type checking
(<https://github.com/openvinotoolkit/datumaro/pull/743>)
- Fixing a VOC dataset export when a label contains 'space'
(<https://github.com/openvinotoolkit/datumaro/pull/771>)

Security
- N/A

New features
- Support for custom media types, new `PointCloud` media type,
`DatasetItem.media` and `.media_as(type)` members
(<https://github.com/openvinotoolkit/datumaro/pull/539>)
- \[API\] A way to request dataset and extractor media type with `media_type`
(<https://github.com/openvinotoolkit/datumaro/pull/539>)
- BraTS format (import-only) (.npy and .nii.gz), new `MultiframeImage`
media type (<https://github.com/openvinotoolkit/datumaro/pull/628>)
- Common Semantic Segmentation dataset format (import-only)
(<https://github.com/openvinotoolkit/datumaro/pull/685>)
- An option to disable `data/` prefix inclusion in YOLO export
(<https://github.com/openvinotoolkit/datumaro/pull/689>)
- New command `describe-downloads` to print information about downloadable datasets
(<https://github.com/openvinotoolkit/datumaro/pull/678>)
- Detection for Cityscapes format
(<https://github.com/openvinotoolkit/datumaro/pull/680>)
- Maximum recursion `--depth` parameter for `detect-dataset` CLI command
(<https://github.com/openvinotoolkit/datumaro/pull/680>)
- An option to save a single subset in the `download` command
(<https://github.com/openvinotoolkit/datumaro/pull/697>)
- Common Super Resolution dataset format (import-only)
(<https://github.com/openvinotoolkit/datumaro/pull/700>)
- Kinetics 400/600/700 dataset format (import-only)
(<https://github.com/openvinotoolkit/datumaro/pull/706>)
- NYU Depth Dataset V2 format (import-only)
(<https://github.com/openvinotoolkit/datumaro/pull/712>)

Enhancements
- `env.detect_dataset()` now returns a list of detected formats at all recursion levels
instead of just the lowest one
(<https://github.com/openvinotoolkit/datumaro/pull/680>)
- Open Images: allowed to store annotations file in root path as well
(<https://github.com/openvinotoolkit/datumaro/pull/680>)
- Improved parsing error messages in COCO, VOC and YOLO formats
(<https://github.com/openvinotoolkit/datumaro/pull/684>,
<https://github.com/openvinotoolkit/datumaro/pull/686>,
<https://github.com/openvinotoolkit/datumaro/pull/687>)
- YOLO format now supports almost any subset names, except `backup`, `names` and `classes`
(instead of just `train` and `valid`). The reserved names now raise an error on exporting.
(<https://github.com/openvinotoolkit/datumaro/pull/688>)

Deprecated
- `--save-images` is replaced with `--save-media` in CLI and converter API
(<https://github.com/openvinotoolkit/datumaro/pull/539>)
- \[API\] `image`, `point_cloud` and `related_images` of `DatasetItem` are
replaced with `media` and `media_as(type)` members and c-tor parameters
(<https://github.com/openvinotoolkit/datumaro/pull/539>)

Removed
- N/A

Bug fixes
- Detection for LFW format
(<https://github.com/openvinotoolkit/datumaro/pull/680>)
- Adding depth value of image when dataset is exported in VOC format
(<https://github.com/openvinotoolkit/datumaro/pull/726>)
- Adding to handle the numerical labels in task chains properly
(<https://github.com/openvinotoolkit/datumaro/pull/726>)
- Fixing the issue that annotations inside another annotation (polygon)
are duplicated during import for VOC format
(<https://github.com/openvinotoolkit/datumaro/pull/726>)

Security
- N/A