Posemaro

Added
- Support for import/export zip archives with images (<https://github.com/openvinotoolkit/datumaro/pull/273>)
- Subformat importers for VOC and COCO (<https://github.com/openvinotoolkit/datumaro/pull/281>)
- Support for KITTI dataset segmentation and detection format (<https://github.com/openvinotoolkit/datumaro/pull/282>)
- Updated YOLO format user manual (<https://github.com/openvinotoolkit/datumaro/pull/295>)
- `ItemTransform` class, which describes item-wise dataset `Transform`s (<https://github.com/openvinotoolkit/datumaro/pull/297>)
- `keep-empty` export parameter in VOC format (<https://github.com/openvinotoolkit/datumaro/pull/297>)
- A base class for dataset validation plugins (<https://github.com/openvinotoolkit/datumaro/pull/299>)
- Partial support for the Open Images format;
only images and image-level labels can be read/written
(<https://github.com/openvinotoolkit/datumaro/pull/291>,
<https://github.com/openvinotoolkit/datumaro/pull/315>).
- Support for Supervisely Point Cloud dataset format (<https://github.com/openvinotoolkit/datumaro/pull/245>, <https://github.com/openvinotoolkit/datumaro/pull/353>)
- Support for KITTI Raw / Velodyne Points dataset format (<https://github.com/openvinotoolkit/datumaro/pull/245>)
- Support for CIFAR-100 and documentation for CIFAR-10/100 (<https://github.com/openvinotoolkit/datumaro/pull/301>)

Changed
- Tensorflow AVX check is made optional in API and disabled by default (<https://github.com/openvinotoolkit/datumaro/pull/305>)
- Extensions for images in ImageNet_txt are now mandatory (<https://github.com/openvinotoolkit/datumaro/pull/302>)
- Several dependencies now have lower bounds (<https://github.com/openvinotoolkit/datumaro/pull/308>)

Deprecated
- TBD

Removed
- TBD

Fixed
- Incorrect image layout on saving and a problem with ecoding on loading (<https://github.com/openvinotoolkit/datumaro/pull/284>)
- An error when xpath fiter is applied to the dataset or its subset (<https://github.com/openvinotoolkit/datumaro/issues/259>)
- Tracking of `Dataset` changes done by transforms (<https://github.com/openvinotoolkit/datumaro/pull/297>)
- Improved CLI startup time in several cases (<https://github.com/openvinotoolkit/datumaro/pull/306>)

Security
- Known issue: loading CIFAR can result in arbitrary code execution (<https://github.com/openvinotoolkit/datumaro/issues/327>)

Added
- Support for escaping in attribute values in LabelMe format (<https://github.com/openvinotoolkit/datumaro/issues/49>)
- Support for Segmentation Splitting (<https://github.com/openvinotoolkit/datumaro/pull/223>)
- Support for CIFAR-10/100 dataset format (<https://github.com/openvinotoolkit/datumaro/pull/225>, <https://github.com/openvinotoolkit/datumaro/pull/243>)
- Support for COCO panoptic and stuff format (<https://github.com/openvinotoolkit/datumaro/pull/210>)
- Documentation file and integration tests for Pascal VOC format (<https://github.com/openvinotoolkit/datumaro/pull/228>)
- Support for MNIST and MNIST in CSV dataset formats (<https://github.com/openvinotoolkit/datumaro/pull/234>)
- Documentation file for COCO format (<https://github.com/openvinotoolkit/datumaro/pull/241>)
- Documentation file and integration tests for YOLO format (<https://github.com/openvinotoolkit/datumaro/pull/246>)
- Support for Cityscapes dataset format (<https://github.com/openvinotoolkit/datumaro/pull/249>)
- Support for Validator configurable threshold (<https://github.com/openvinotoolkit/datumaro/pull/250>)

Changed
- LabelMe format saves dataset items with their relative paths by subsets
without changing names (<https://github.com/openvinotoolkit/datumaro/pull/200>)
- Allowed arbitrary subset count and names in classification and detection
splitters (<https://github.com/openvinotoolkit/datumaro/pull/207>)
- Annotation-less dataset elements are now participate in subset splitting (<https://github.com/openvinotoolkit/datumaro/pull/211>)
- Classification task in LFW dataset format (<https://github.com/openvinotoolkit/datumaro/pull/222>)
- Testing is now performed with pytest instead of unittest (<https://github.com/openvinotoolkit/datumaro/pull/248>)

Deprecated
- TBD

Removed
- TBD

Fixed
- Added support for auto-merging (joining) of datasets with no labels and
having labels (<https://github.com/openvinotoolkit/datumaro/pull/200>)
- Allowed explicit label removal in `remap_labels` transform (<https://github.com/openvinotoolkit/datumaro/pull/203>)
- Image extension in CVAT format export (<https://github.com/openvinotoolkit/datumaro/pull/214>)
- Added a label "face" for bounding boxes in Wider Face (<https://github.com/openvinotoolkit/datumaro/pull/215>)
- Allowed adding "difficult", "truncated", "occluded" attributes when
converting to Pascal VOC if these attributes are not present (<https://github.com/openvinotoolkit/datumaro/pull/216>)
- Empty lines in YOLO annotations are ignored (<https://github.com/openvinotoolkit/datumaro/pull/221>)
- Export in VOC format when no image info is available (<https://github.com/openvinotoolkit/datumaro/pull/239>)
- Fixed saving attribute in WiderFace extractor (<https://github.com/openvinotoolkit/datumaro/pull/251>)

Security
- TBD

Added
- TBD

Changed
- Added an option to allow undeclared annotation attributes in CVAT format
export (<https://github.com/openvinotoolkit/datumaro/pull/192>)
- COCO exports images in separate dirs by subsets. Added an option to control
this (<https://github.com/openvinotoolkit/datumaro/pull/195>)

Deprecated
- TBD

Removed
- TBD

Fixed
- Instance masks of `background` class no more introduce an instance (<https://github.com/openvinotoolkit/datumaro/pull/188>)
- Added support for label attributes in Datumaro format (<https://github.com/openvinotoolkit/datumaro/pull/192>)

Security
- TBD

Added
- OpenVINO plugin examples (<https://github.com/openvinotoolkit/datumaro/pull/159>)
- Dataset validation for classification and detection datasets (<https://github.com/openvinotoolkit/datumaro/pull/160>)
- Arbitrary image extensions in formats (import and export) (<https://github.com/openvinotoolkit/datumaro/issues/166>)
- Ability to set a custom subset name for an imported dataset (<https://github.com/openvinotoolkit/datumaro/issues/166>)
- CLI support for NDR(<https://github.com/openvinotoolkit/datumaro/pull/178>)

Changed
- Common ICDAR format is split into 3 sub-formats (<https://github.com/openvinotoolkit/datumaro/pull/174>)

Deprecated
- TBD

Removed
- TBD

Fixed
- The ability to work with file names containing Cyrillic and spaces (<https://github.com/openvinotoolkit/datumaro/pull/148>)
- Image reading and saving in ICDAR formats (<https://github.com/openvinotoolkit/datumaro/pull/174>)
- Unnecessary image loading on dataset saving (<https://github.com/openvinotoolkit/datumaro/pull/176>)
- Allowed spaces in ICDAR captions (<https://github.com/openvinotoolkit/datumaro/pull/182>)
- Saving of masks in VOC when masks are not requested (<https://github.com/openvinotoolkit/datumaro/pull/184>)

Security
- TBD

03/02/2021 - Release v0.1.6.1 (hotfix)
Added
- TBD

Changed
- TBD

Deprecated
- TBD

Removed
- TBD

Fixed
- Images with no annotations are exported again in VOC formats (<https://github.com/openvinotoolkit/datumaro/pull/123>)
- Inference result for only one output layer in OpenVINO launcher (<https://github.com/openvinotoolkit/datumaro/pull/125>)

Security
- TBD

Added
- `Icdar13/15` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/96>)
- Laziness, source caching, tracking of changes and partial updating for `Dataset` (<https://github.com/openvinotoolkit/datumaro/pull/102>)
- `Market-1501` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/108>)
- `LFW` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/110>)
- Support of polygons' and masks' confusion matrices and mismathing classes in
`diff` command (<https://github.com/openvinotoolkit/datumaro/pull/117>)
- Add near duplicate image removal plugin (<https://github.com/openvinotoolkit/datumaro/pull/113>)
- Sampler Plugin that analyzes inference result from the given dataset and
selects samples for annotation(<https://github.com/openvinotoolkit/datumaro/pull/115>)

Changed
- OpenVINO model launcher is updated for OpenVINO r2021.1 (<https://github.com/openvinotoolkit/datumaro/pull/100>)

Deprecated
- TBD

Removed
- TBD

Fixed
- High memory consumption and low performance of mask import/export, 53 (<https://github.com/openvinotoolkit/datumaro/pull/101>)
- Masks, covered by class 0 (background), should be exported with holes inside
(<https://github.com/openvinotoolkit/datumaro/pull/104>)
- `diff` command invocation problem with missing class methods (<https://github.com/openvinotoolkit/datumaro/pull/117>)

Security
- TBD

Added
- `WiderFace` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/65>, <https://github.com/openvinotoolkit/datumaro/pull/90>)
- Function to transform annotations to labels (<https://github.com/openvinotoolkit/datumaro/pull/66>)
- Dataset splits for classification, detection and re-id tasks (<https://github.com/openvinotoolkit/datumaro/pull/68>, <https://github.com/openvinotoolkit/datumaro/pull/81>)
- `VGGFace2` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/69>, <https://github.com/openvinotoolkit/datumaro/pull/82>)
- Unique image count statistic (<https://github.com/openvinotoolkit/datumaro/pull/87>)
- Installation with pip by name `datumaro`

Changed
- `Dataset` class extended with new operations: `save`, `load`, `export`, `import_from`, `detect`, `run_model` (<https://github.com/openvinotoolkit/datumaro/pull/71>)
- Allowed importing `Extractor`-only defined formats
(in `Project.import_from`, `dataset.import_from` and CLI/`project import`) (<https://github.com/openvinotoolkit/datumaro/pull/71>)
- `datum project ...` commands replaced with `datum ...` commands (<https://github.com/openvinotoolkit/datumaro/pull/84>)
- Supported more image formats in `ImageNet` extractors (<https://github.com/openvinotoolkit/datumaro/pull/85>)
- Allowed adding `Importer`-defined formats as project sources (`source add`) (<https://github.com/openvinotoolkit/datumaro/pull/86>)
- Added max search depth in `ImageDir` format and importers (<https://github.com/openvinotoolkit/datumaro/pull/86>)

Deprecated
- `datum project ...` CLI context (<https://github.com/openvinotoolkit/datumaro/pull/84>)

Removed
- TBD

Fixed
- Allow plugins inherited from `Extractor` (instead of only `SourceExtractor`)
(<https://github.com/openvinotoolkit/datumaro/pull/70>)
- Windows installation with `pip` for `pycocotools` (<https://github.com/openvinotoolkit/datumaro/pull/73>)
- `YOLO` extractor path matching on Windows (<https://github.com/openvinotoolkit/datumaro/pull/73>)
- Fixed inplace file copying when saving images (<https://github.com/openvinotoolkit/datumaro/pull/76>)
- Fixed `labelmap` parameter type checking in `VOC` converter (<https://github.com/openvinotoolkit/datumaro/pull/76>)
- Fixed model copying on addition in CLI (<https://github.com/openvinotoolkit/datumaro/pull/94>)

Security
- TBD