Datumaro

Enhancements
- Support multiple labels for kaggle format
(<https://github.com/openvinotoolkit/datumaro/pull/1607>)
- Use DataFrame.map instead of DataFrame.applymap
(<https://github.com/openvinotoolkit/datumaro/pull/1613>)

Bug fixes
- Fix StreamDataset merging when importing in eager mode
(<https://github.com/openvinotoolkit/datumaro/pull/1609>)

New features
- Add a new CLI command: datum format
(<https://github.com/openvinotoolkit/datumaro/pull/1570>)
- Add a new Cuboid2D annotation type
(<https://github.com/openvinotoolkit/datumaro/pull/1601>)
- Support language dataset for DmTorchDataset
(<https://github.com/openvinotoolkit/datumaro/pull/1592>)

Enhancements
- Change _Shape to Shape and add comments for subclasses of Shape
(<https://github.com/openvinotoolkit/datumaro/pull/1568>)
- Fix `kitti_raw` importer and exporter for dimensions (height, width, length) in meters
(<https://github.com/openvinotoolkit/datumaro/pull/1596>)

Bug fixes
- Fix KITTI-3D importer and exporter
(<https://github.com/openvinotoolkit/datumaro/pull/1596>)

New features
- Add TabularValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1498>)
- Add Clean Transform for tabular data type
(<https://github.com/openvinotoolkit/datumaro/pull/1520>)

Enhancements
- Set label name with parents to avoid duplicates for AstypeAnnotations
(<https://github.com/openvinotoolkit/datumaro/pull/1492>)
- Pass Keyword Argument to TabularDataBase
(<https://github.com/openvinotoolkit/datumaro/pull/1522>)
- Support hierarchical structure for ImageNet dataset format
(<https://github.com/openvinotoolkit/datumaro/pull/1528>)
- Enable dtype argument when calling media.data
(<https://github.com/openvinotoolkit/datumaro/pull/1546>)

Bug fixes
- Preserve end_frame information of a video when it is zero.
(<https://github.com/openvinotoolkit/datumaro/pull/1541>)
- Changed the Datumaro format to ensure exported videos have relative paths and to prevent the same video from being overwritten.
(<https://github.com/openvinotoolkit/datumaro/pull/1547>)

New features
- Support 'Video' media type in datumaro format
(<https://github.com/openvinotoolkit/datumaro/pull/1491>)
- Add ann_types property for dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1422>, <https://github.com/openvinotoolkit/datumaro/pull/1479>)
- Add AnnotationType.rotated_bbox for oriented object detection
(<https://github.com/openvinotoolkit/datumaro/pull/1459>)
- Add DOTA data format for oriented object detection task
(<https://github.com/openvinotoolkit/datumaro/pull/1475>)
- Add AstypeAnnotations Transform
(<https://github.com/openvinotoolkit/datumaro/pull/1484>)
- Enhance DatasetItem annotations for semantic segmentation model training use case
(<https://github.com/openvinotoolkit/datumaro/pull/1503>)
- Add TabularValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1498>)
- Add Clean Transform for tabular data type
(<https://github.com/openvinotoolkit/datumaro/pull/1520>)
- Add notebook for data handling of kaggle dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1534>)

Enhancements
- Fix ambiguous COCO format detector
(<https://github.com/openvinotoolkit/datumaro/pull/1442>)
- Get target information for tabular dataset
(<https://github.com/openvinotoolkit/datumaro/pull/1471>)
- Add ExtractedMask and update importers who can use it to use it
(<https://github.com/openvinotoolkit/datumaro/pull/1480>)
- Improve PIL and COLOR_BGR context image decode performance
(<https://github.com/openvinotoolkit/datumaro/pull/1501>)
- Improve get_area() of Polygon through Shoelace formula
(<https://github.com/openvinotoolkit/datumaro/pull/1507>)
- Improve _Shape point converter
(<https://github.com/openvinotoolkit/datumaro/pull/1508>)

Bug fixes
- Split the video directory into subsets to avoid overwriting
(<https://github.com/openvinotoolkit/datumaro/pull/1485>)
- Doc update to replace --save-images is replaced with --save-media
(<https://github.com/openvinotoolkit/datumaro/pull/1514>)

Enhancements
- Prevent AcLauncher for OpenVINO 2024.0
(<https://github.com/openvinotoolkit/datumaro/pull/1450>)

Bug fixes
- Modify lxml dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1460>)
- Fix CLI error occurring when installed with default option only
(<https://github.com/openvinotoolkit/datumaro/issues/1444>, <https://github.com/openvinotoolkit/datumaro/pull/1454>)
- Relax Pillow dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1436>)
- Modify Numpy dependency constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1435>)
- Relax old pandas version constraint
(<https://github.com/openvinotoolkit/datumaro/pull/1467>)

New features
- Changed supported Python version range (>=3.9, <=3.11)
(<https://github.com/openvinotoolkit/datumaro/pull/1269>)
- Support MMDetection COCO format
(<https://github.com/openvinotoolkit/datumaro/pull/1213>)
- Develop JsonSectionPageMapper in Rust API
(<https://github.com/openvinotoolkit/datumaro/pull/1224>)
- Add Filtering via User-Provided Python Functions
(<https://github.com/openvinotoolkit/datumaro/pull/1230>, <https://github.com/openvinotoolkit/datumaro/pull/1233>)
- Remove supporting MacOS platform
(<https://github.com/openvinotoolkit/datumaro/pull/1235>)
- Support Kaggle image data (`KaggleImageCsvBase`, `KaggleImageTxtBase`, `KaggleImageMaskBase`, `KaggleVocBase`, `KaggleYoloBase`)
(<https://github.com/openvinotoolkit/datumaro/pull/1240>)
- Add `__getitem__()` for random accessing with O(1) time complexity
(<https://github.com/openvinotoolkit/datumaro/pull/1247>)
- Add Data-aware Anchor Generator
(<https://github.com/openvinotoolkit/datumaro/pull/1251>)
- Support bounding box import within Kaggle extractors and add `KaggleCocoBase`
(<https://github.com/openvinotoolkit/datumaro/pull/1273>)

Enhancements
- Optimize Python import to make CLI entrypoint faster
(<https://github.com/openvinotoolkit/datumaro/pull/1182>)
- Add ImageColorScale context manager
(<https://github.com/openvinotoolkit/datumaro/pull/1194>)
- Enhance visualizer to toggle plot title visibility
(<https://github.com/openvinotoolkit/datumaro/pull/1228>)
- Enhance Datumaro data format detect() to be memory-bounded and performant
(<https://github.com/openvinotoolkit/datumaro/pull/1229>)
- Change RoIImage and MosaicImage to have np.uint8 dtype as default
(<https://github.com/openvinotoolkit/datumaro/pull/1245>)
- Enable image backend and color channel format to be selectable
(<https://github.com/openvinotoolkit/datumaro/pull/1246>)
- Boost up `CityscapesBase` and `KaggleImageMaskBase` by dropping `np.unique`
(<https://github.com/openvinotoolkit/datumaro/pull/1261>)
- Enhance RISE algortihm for explainable AI
(<https://github.com/openvinotoolkit/datumaro/pull/1263>)
- Enhance explore unit test to use real dataset from ImageNet
(<https://github.com/openvinotoolkit/datumaro/pull/1266>)
- Fix each method of the comparator to be used separately
(<https://github.com/openvinotoolkit/datumaro/pull/1290>)
- Bump ONNX version to 1.16.0
(<https://github.com/openvinotoolkit/datumaro/pull/1376>)
- Print the color channel format (RGB) for datum stats command
(<https://github.com/openvinotoolkit/datumaro/pull/1389>)
- Add ignore_index argument to Mask.as_class_mask() and Mask.as_instance_mask()
(<https://github.com/openvinotoolkit/datumaro/pull/1409>)

Bug fixes
- Fix wrong example of Datumaro dataset creation in document
(<https://github.com/openvinotoolkit/datumaro/pull/1195>)
- Fix wrong command to install datumaro from github
(<https://github.com/openvinotoolkit/datumaro/pull/1202>, <https://github.com/openvinotoolkit/datumaro/pull/1207>)
- Update document to correct wrong `datum project import` command and add filtering example to filter out items containing annotations.
(<https://github.com/openvinotoolkit/datumaro/pull/1210>)
- Fix label compare of distance method
(<https://github.com/openvinotoolkit/datumaro/pull/1205>)
- Fix Datumaro visualizer's import errors after introducing lazy import
(<https://github.com/openvinotoolkit/datumaro/pull/1220>)
- Fix broken link to supported formats in readme
(<https://github.com/openvinotoolkit/datumaro/pull/1221>)
- Fix Kinetics data format to have media data
(<https://github.com/openvinotoolkit/datumaro/pull/1223>)
- Handling undefined labels at the annotation statistics
(<https://github.com/openvinotoolkit/datumaro/pull/1232>)
- Add unit test for item rename
(<https://github.com/openvinotoolkit/datumaro/pull/1237>)
- Fix a bug in the previous behavior when importing nested datasets in the project
(<https://github.com/openvinotoolkit/datumaro/pull/1243>)
- Fix Kaggle importer when adding duplicated labels
(<https://github.com/openvinotoolkit/datumaro/pull/1244>)
- Fix input tensor shape in model interpreter for OpenVINO 2023.3
(<https://github.com/openvinotoolkit/datumaro/pull/1251>)
- Add default value for target in prune cli
(<https://github.com/openvinotoolkit/datumaro/pull/1253>)
- Remove deprecated MediaManager
(<https://github.com/openvinotoolkit/datumaro/pull/1262>)
- Fix explore command without project
(<https://github.com/openvinotoolkit/datumaro/pull/1271>)
- Fix enable COCO to import only bboxes
(<https://github.com/openvinotoolkit/datumaro/pull/1360>)
- Fix resize transform for RleMask annotation
- (<https://github.com/openvinotoolkit/datumaro/pull/1361>)
- Fix import YOLO variants from extractor when `urls` is not specified
(<https://github.com/openvinotoolkit/datumaro/pull/1362>)