New features
- Video reading API
(<https://github.com/openvinotoolkit/datumaro/pull/521>)
- Python API documentation
(<https://github.com/openvinotoolkit/datumaro/pull/526>)
- Mapillary Vistas dataset format (Import-only)
(<https://github.com/openvinotoolkit/datumaro/pull/537>)
- Datumaro can now be installed on Windows on Python 3.9
(<https://github.com/openvinotoolkit/datumaro/pull/547>)
- Import for SYNTHIA dataset format
(<https://github.com/openvinotoolkit/datumaro/pull/532>)
- Support of `score` attribute in KITTI detetion
(<https://github.com/openvinotoolkit/datumaro/pull/571>)
- Support for Accuracy Checker dataset meta files in formats
(<https://github.com/openvinotoolkit/datumaro/pull/553>,
<https://github.com/openvinotoolkit/datumaro/pull/569>,
<https://github.com/openvinotoolkit/datumaro/pull/575>)
- Import for VoTT dataset format
(<https://github.com/openvinotoolkit/datumaro/pull/573>)
- Image resizing transform
(<https://github.com/openvinotoolkit/datumaro/pull/581>)
Enhancements
- The following formats can now be detected unambiguously:
`ade20k2017`, `ade20k2020`, `camvid`, `coco`, `cvat`, `datumaro`,
`icdar_text_localization`, `icdar_text_segmentation`,
`icdar_word_recognition`, `imagenet_txt`, `kitti_raw`, `label_me`, `lfw`,
`mot_seq`, `open_images`, `vgg_face2`, `voc`, `widerface`, `yolo`
(<https://github.com/openvinotoolkit/datumaro/pull/531>,
<https://github.com/openvinotoolkit/datumaro/pull/536>,
<https://github.com/openvinotoolkit/datumaro/pull/550>,
<https://github.com/openvinotoolkit/datumaro/pull/557>,
<https://github.com/openvinotoolkit/datumaro/pull/558>)
- Allowed Pytest-native tests
(<https://github.com/openvinotoolkit/datumaro/pull/563>)
- Allowed export options in the `datum merge` command
(<https://github.com/openvinotoolkit/datumaro/pull/545>)
Deprecated
- Using `Image`, `ByteImage` from `datumaro.util.image` - these classes
are moved to `datumaro.components.media`
(<https://github.com/openvinotoolkit/datumaro/pull/538>)
Removed
- Equality comparison support between `datumaro.components.media.Image`
and `numpy.ndarray`
(<https://github.com/openvinotoolkit/datumaro/pull/568>)
Bug fixes
- Bug 560: import issue with MOT dataset when using seqinfo.ini file
(<https://github.com/openvinotoolkit/datumaro/pull/564>)
- Empty lines in VOC subset lists are not ignored
(<https://github.com/openvinotoolkit/datumaro/pull/587>)
Security
- TBD