Datumaro

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>)

Enhancements
- Add memory bounded datumaro data format detect to release 1.5.1
(<https://github.com/openvinotoolkit/datumaro/pull/1241>)
- Bump version string to 1.5.2
(<https://github.com/openvinotoolkit/datumaro/pull/1249>)
- Remove Protobuf version limitation (<4)
(<https://github.com/openvinotoolkit/datumaro/pull/1248>)

Enhancements
- Enhance Datumaro data format stream importer performance
(<https://github.com/openvinotoolkit/datumaro/pull/1153>)
- Change image default dtype from float32 to uint8
(<https://github.com/openvinotoolkit/datumaro/pull/1175>)
- Add comparison level-up doc
(<https://github.com/openvinotoolkit/datumaro/pull/1174>)
- Add ImportError to catch GitPython import error
(<https://github.com/openvinotoolkit/datumaro/pull/1174>)

Bug fixes
- Modify the draw function in the visualizer not to raise an error for unsupported annotation types.
(<https://github.com/openvinotoolkit/datumaro/pull/1180>)
- Correct explore path in the related document.
(<https://github.com/openvinotoolkit/datumaro/pull/1176>)
- Fix errata in the voc document. Color values in the labelmap.txt should be separated by commas, not colons.
(<https://github.com/openvinotoolkit/datumaro/pull/1162>)
- Fix hyperlink errors in the document
(<https://github.com/openvinotoolkit/datumaro/pull/1159>, <https://github.com/openvinotoolkit/datumaro/pull/1161>)
- Fix memory unbounded Arrow data format export/import
(<https://github.com/openvinotoolkit/datumaro/pull/1169>)
- Update CVAT format doc to bypass warning
(<https://github.com/openvinotoolkit/datumaro/pull/1183>)

New features
- Add SAMAutomaticMaskGeneration transform
(<https://github.com/openvinotoolkit/datumaro/pull/1168>)
- Add tabular data import/export
(<https://github.com/openvinotoolkit/datumaro/pull/1089>)
- Support video annotation import/export
(<https://github.com/openvinotoolkit/datumaro/pull/1124>)
- Add multiframework (PyTorch, Tensorflow) converter
(<https://github.com/openvinotoolkit/datumaro/pull/1125>)
- Add SAM OVMS and Triton server Docker image builders
(<https://github.com/openvinotoolkit/datumaro/pull/1129>)
- Add SAMBboxToInstanceMask transform
(<https://github.com/openvinotoolkit/datumaro/pull/1133>, <https://github.com/openvinotoolkit/datumaro/pull/1134>)
- Add ConfigurableValidator
(<https://github.com/openvinotoolkit/datumaro/pull/1142>)

Enhancements
- Enhance `ClassificationValidator` for multi-label classification datasets with `label_groups`
(<https://github.com/openvinotoolkit/datumaro/pull/1116>)
- Replace Roboflow `xml.etree` with `defusedxml`
(<https://github.com/openvinotoolkit/datumaro/pull/1117>)
- Define `GroupType` with `IntEnum` for, where `0` is `EXCLUSIVE`
(<https://github.com/openvinotoolkit/datumaro/pull/1116>)
- Add Rust API to optimize COCOPageMapper performance
(<https://github.com/openvinotoolkit/datumaro/pull/1120>)
- Support a dictionary input in addition to a single image input for the model launcher to support Segment Anything Model
(<https://github.com/openvinotoolkit/datumaro/pull/1133>)
- Remove deprecates announced to be removed in 1.5.0
(<https://github.com/openvinotoolkit/datumaro/pull/1140>)
- Add multi-threading option to ModelTransform and SAMBboxToInstanceMask
(<https://github.com/openvinotoolkit/datumaro/pull/1145>, <https://github.com/openvinotoolkit/datumaro/pull/1149>)

Bug fixes
- Coco exporter can export annotations even if there is no media, except for mask annotations which require media info.
(<https://github.com/openvinotoolkit/datumaro/issues/1147>)(<https://github.com/openvinotoolkit/datumaro/pull/1158>)
- Fix bugs for Tile transform
(<https://github.com/openvinotoolkit/datumaro/pull/1123>)
- Disable Roboflow Tfrecord format when Tensorflow is not installed
(<https://github.com/openvinotoolkit/datumaro/pull/1130>)
- Raise VcsAlreadyExists error if vcs directory exists
(<https://github.com/openvinotoolkit/datumaro/pull/1138>)

Bug fixes
- Report errors for COCO (stream) and Datumaro importers
(<https://github.com/openvinotoolkit/datumaro/pull/1110>)