CHANGELOG.md

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

May 2024 Release 1.7.0

New features

• Add task_type property for dataset (open-edge-platform#1422)

Enhancements

• Fix ambiguous COCO format detector (open-edge-platform#1442)

Bug fixes

Apr. 2024 Release 1.6.0

New features

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

Enhancements

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

Bug fixes

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

Jan. 2024 Release 1.5.2

Enhancements

• Add memory bounded datumaro data format detect to release 1.5.1 (open-edge-platform#1241)
• Bump version string to 1.5.2 (open-edge-platform#1249)
• Remove Protobuf version limitation (<4) (open-edge-platform#1248)

Nov. 2023 Release 1.5.1

Enhancements

• Enhance Datumaro data format stream importer performance (open-edge-platform#1153)
• Change image default dtype from float32 to uint8 (open-edge-platform#1175)
• Add comparison level-up doc (open-edge-platform#1174)
• Add ImportError to catch GitPython import error (open-edge-platform#1174)

Bug fixes

• Modify the draw function in the visualizer not to raise an error for unsupported annotation types. (open-edge-platform#1180)
• Correct explore path in the related document. (open-edge-platform#1176)
• Fix errata in the voc document. Color values in the labelmap.txt should be separated by commas, not colons. (open-edge-platform#1162)
• Fix hyperlink errors in the document (open-edge-platform#1159, open-edge-platform#1161)
• Fix memory unbounded Arrow data format export/import (open-edge-platform#1169)
• Update CVAT format doc to bypass warning (open-edge-platform#1183)

15/09/2023 - Release 1.5.0

New features

• Add SAMAutomaticMaskGeneration transform (open-edge-platform#1168)
• Add tabular data import/export (open-edge-platform#1089)
• Support video annotation import/export (open-edge-platform#1124)
• Add multiframework (PyTorch, Tensorflow) converter (open-edge-platform#1125)
• Add SAM OVMS and Triton server Docker image builders (open-edge-platform#1129)
• Add SAMBboxToInstanceMask transform (open-edge-platform#1133, open-edge-platform#1134)
• Add ConfigurableValidator (open-edge-platform#1142)

Enhancements

• Enhance ClassificationValidator for multi-label classification datasets with label_groups (open-edge-platform#1116)
• Replace Roboflow xml.etree with defusedxml (open-edge-platform#1117)
• Define GroupType with IntEnum for, where 0 is EXCLUSIVE (open-edge-platform#1116)
• Add Rust API to optimize COCOPageMapper performance (open-edge-platform#1120)
• Support a dictionary input in addition to a single image input for the model launcher to support Segment Anything Model (open-edge-platform#1133)
• Remove deprecates announced to be removed in 1.5.0 (open-edge-platform#1140)
• Add multi-threading option to ModelTransform and SAMBboxToInstanceMask (open-edge-platform#1145, open-edge-platform#1149)

Bug fixes

• Coco exporter can export annotations even if there is no media, except for mask annotations which require media info. (open-edge-platform#1147)(open-edge-platform#1158)
• Fix bugs for Tile transform (open-edge-platform#1123)
• Disable Roboflow Tfrecord format when Tensorflow is not installed (open-edge-platform#1130)
• Raise VcsAlreadyExists error if vcs directory exists (open-edge-platform#1138)

27/07/2023 - Release 1.4.1

Bug fixes

• Report errors for COCO (stream) and Datumaro importers (open-edge-platform#1110)

21/07/2023 - Release 1.4.0

New features

• Add documentation and notebook example for Prune API (open-edge-platform#1070)
• Changed supported Python version range (>=3.8, <=3.11) (open-edge-platform#1083)
• Migrate OpenVINO v2023.0.0 (open-edge-platform#1036)
• Add Roboflow data format support (COCO JSON, Pascal VOC XML, YOLOv5-PyTorch, YOLOv7-PyTorch, YOLOv8, YOLOv5 Oriented Bounding Boxes, Multiclass CSV, TFRecord, CreateML JSON) (open-edge-platform#1044)
• Add MissingAnnotationDetection transform (open-edge-platform#1049, open-edge-platform#1063, open-edge-platform#1064)
• Add OVMSLauncher (open-edge-platform#1056)
• Add Prune API (open-edge-platform#1058)
• Add TritonLauncher (open-edge-platform#1059)
• Migrate DVC v3.0.0 (open-edge-platform#1072)
• Stream dataset import/export (open-edge-platform#1077, open-edge-platform#1081, open-edge-platform#1082, open-edge-platform#1091, open-edge-platform#1093, open-edge-platform#1098, open-edge-platform#1102)
• Support mask annotations for CVAT data format (open-edge-platform#1078)

Enhancements

• Support list query for explorer (open-edge-platform#1087)
• update contributing.md (open-edge-platform#1094)
• Update 3rd-party.txt for release 1.4.0 (open-edge-platform#1099)
• Give notice that the deprecation works will be done in datumaro==1.5.0 (open-edge-platform#1085)
• Unify COCO, Datumaro, VOC, YOLO importer/exporter progress reporter descriptions (open-edge-platform#1100)
• Enhance import performance for built-in plugins (open-edge-platform#1031)
• Change default dtype of load_image() to np.uint8 (open-edge-platform#1041)
• Add OTX ATSS detector model interpreter & refactor interfaces (open-edge-platform#1047)
• Refactor Launcher and ModelInterpreter (open-edge-platform#1055)
• Add CVAT data format document (open-edge-platform#1060)
• Reduce peak memory usage when importing COCO and Datumaro formats (open-edge-platform#1061)
• Enhance the error message for datum stats to be more user friendly (open-edge-platform#1069)
• Refactor dataset.py to seperate DatasetStorage (open-edge-platform#1073)

Bug fixes

• Create cache dir under only writable filesystem (open-edge-platform#1088)
• Fix: Dataset infos() can be broken if a transform not redefining infos() is stacked on the top (open-edge-platform#1101)
• Fix warnings in test_visualizer.py (open-edge-platform#1039)
• Fix LabelMe data format (open-edge-platform#1053)
• Prevent installing protobuf>=4 (open-edge-platform#1054)
• Fix UnionMerge (open-edge-platform#1086)

26/05/2023 - Release 1.3.2

Enhancements

• Let CocoBase continue even if an InvalidAnnotationError is raised (open-edge-platform#1050)

Bug fixes

• Install dvc version to 2.x (open-edge-platform#1048)
• Replace np.append() in Validator (open-edge-platform#1050)

26/05/2023 - Release 1.3.1

Bug fixes

• Fix Cityscapes format mis-detection (open-edge-platform#1029)

25/05/2023 - Release 1.3.0

New features

• Add CocoRoboflowImporter (open-edge-platform#976, open-edge-platform#1000)
• Add SynthiaSfImporter and SynthiaAlImporter (open-edge-platform#987)
• Add intermediate skill docs for filter (open-edge-platform#996)
• Add VocInstanceSegmentationImporter and VocInstanceSegmentationExporter (open-edge-platform#997)
• Add Segment Anything data format support (open-edge-platform#1005, open-edge-platform#1009)
• Add Correct transformation (open-edge-platform#1006)
• Implement ReindexAnnotations transform (open-edge-platform#1008)
• Add notebook examples for importing/exporting detection and segmentation data (open-edge-platform#1020, open-edge-platform#1023)
• Update CLI from diff to compare, add TableComparator (open-edge-platform#1012)

Enhancements

• Use autosummary for fully-automatic Python module docs generation (open-edge-platform#973)
• Enrich stack trace for better user experience when importing (open-edge-platform#992)
• Save and load hashkey for explorer (open-edge-platform#981) (open-edge-platform#1003)
• Add MOT and MOTS data format docs (open-edge-platform#999)
• Improve RemoveAnnotations to remove specific annotations with ids (open-edge-platform#1004)
• Add Jupyter notebook example of noisy label detection for detection tasks (open-edge-platform#1011)

Bug fixes

• Fix Mapillary Vistas data format (open-edge-platform#977)
• Fix bytes property returning None if function is given to data (open-edge-platform#978)
• Fix Synthia-Rand data format (open-edge-platform#987)
• Fix person_layout categories and action_classification attributes in imported Pascal-VOC dataset (open-edge-platform#997)
• Drop a malformed transform from StackedTransform automatically (open-edge-platform#1001)
• Fix Cityscapes to drop ImgsFine directory (open-edge-platform#1023)

04/05/2023 - Release 1.2.1

Bug fixes

• Fix project level CVAT for images format import (open-edge-platform#980)
• Fix an info message when using the convert CLI command with no args.input_format (open-edge-platform#982)
• Fix media contents not returning bytes in arrow format (open-edge-platform#986)

20/04/2023 - Release 1.2.0

New features

• Add Skill Up section to documentation (open-edge-platform#920, open-edge-platform#933, open-edge-platform#935, open-edge-platform#945, open-edge-platform#949, open-edge-platform#953, open-edge-platform#959, open-edge-platform#960, open-edge-platform#967)
• Add LossDynamicsAnalyzer for noisy label detection (open-edge-platform#928)
• Add Apache Arrow format support (open-edge-platform#931, open-edge-platform#948)
• Add sort transform (open-edge-platform#931)

Enhancements

• Add multiprocessing to DatumaroBinaryBase (open-edge-platform#897)
• Refactor merge code (open-edge-platform#901, open-edge-platform#906)
• Refactor download CLI commands (open-edge-platform#909)
• Refactor CLI commands w/ and w/o project (open-edge-platform#910, open-edge-platform#952)
• Refactor Media to be initialized from explicit sources (open-edge-platform#911 open-edge-platform#921, open-edge-platform#944)
• Refactor hl_ops.py (open-edge-platform#912)
• Add tfds:uc_merced and tfds:eurosat download (open-edge-platform#914)
• Migrate documentation framework to Sphinx (open-edge-platform#917, open-edge-platform#922, open-edge-platform#947, open-edge-platform#954, open-edge-platform#958, open-edge-platform#961, open-edge-platform#962, open-edge-platform#963, open-edge-platform#964, open-edge-platform#965, open-edge-platform#969)
• Update merge tutorial for real life usecase (open-edge-platform#930)
• Abbreviate "detect-format" to "detect" for prettifying (open-edge-platform#951)

Bug fixes

• Add UserWarning if an invalid media_type comes to image statistics computation (open-edge-platform#891)
• Fix negated is_encrypted (open-edge-platform#907)
• Save extra images of PointCloud when exporting to datumaro format (open-edge-platform#918)
• Fix log issue when importing celeba and align celeba dataset (open-edge-platform#919)

28/03/2023 - Release 1.1.1

Bug fixes

• Fix to not export absolute media path in Datumaro and DatumaroBinary formats (open-edge-platform#896)
• Change pypi_publish.yml to publish_sdist_to_pypi.yml (open-edge-platform#895)

23/03/2023 - Release 1.1.0

New features

• Add with_subset_dirs decorator (Add ImagenetWithSubsetDirsImporter) (open-edge-platform#816)
• Add CommonSemanticSegmentationWithSubsetDirsImporter (open-edge-platform#826)
• Add DatumaroBinary format (open-edge-platform#828, open-edge-platform#829, open-edge-platform#830, open-edge-platform#831, open-edge-platform#880, open-edge-platform#883)
• Add Explorer CLI documentation (open-edge-platform#838)
• Add version to dataset exported as datumaro format (open-edge-platform#842)
• Add Ava action data format support (open-edge-platform#847)
• Add Shift Analyzer (both covariate and label shifts) (open-edge-platform#855)
• Add YOLO Loose format (open-edge-platform#856)
• Add Ultralytics YOLO format (open-edge-platform#859)

Enhancements

• Refactor Datumaro format code and test code (open-edge-platform#824)
• Add publish to PyPI Github action (open-edge-platform#867)
• Add --no-media-encryption option (open-edge-platform#875)

Bug fixes

• Fix image filenames and anomaly mask appearance in MVTec exporter (open-edge-platform#835)
• Fix CIFAR10 and 100 detect function (open-edge-platform#836)
• Fix celeba and align_celeba detect function (open-edge-platform#837)
• Choose the top priority detect format for all directory depths (open-edge-platform#839)
• Fix MVTec format detect function (open-edge-platform#843)
• Fix wrong __len__() of Subset when the item is removed (open-edge-platform#854)
• Fix mask visualization bug (open-edge-platform#860)
• Fix detect unit tests to test false negatives as well (open-edge-platform#868)

24/02/2023 - Release v1.0.0

New features

• Add Data Explorer (open-edge-platform#773)
• Add Ellipse annotation type (open-edge-platform#807)
• Add MVTec anomaly data support (open-edge-platform#810)

Enhancements

• Refactor existing tests (open-edge-platform#803)
• Raise ImportError on importing malformed COCO directory (open-edge-platform#812)
• Remove the duplicated and cyclical category context in documentation (open-edge-platform#822)

Bug fixes

• Fix for importing CVAT image 1.1 data format exported to project level (open-edge-platform#795)
• Fix a problem on setting log-level via CLI (open-edge-platform#800)
• Fix code format with the latest black==23.1.0 (open-edge-platform#802)
• Fix Explain command cannot find the model (#721) (open-edge-platform#804)
• Fix a problem found on model remove CLI command (open-edge-platform#805)

27/01/2023 - Release v0.5.0

New features

• Add Tile transformation (open-edge-platform#790)
• Add Video keyframe extraction (open-edge-platform#791)
• Add TileTransform documentation and Jupyter notebook example (open-edge-platform#794)
• Add MergeTile transformation (open-edge-platform#796)

Enhancements

• Improved mask_to_rle performance (open-edge-platform#770)

Deprecated

• N/A

Removed

• N/A

Bug fixes

• Fix MacOS CI failures (open-edge-platform#789)
• Fix auto-documentation for the data_format plugins (open-edge-platform#793)

Security

• Add security.md file for the SDL (open-edge-platform#798)

06/12/2022 - Release v0.4.0.1

New features

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

Enhancements

• Wrap title text according to its plot width (open-edge-platform#769)
• Get list of subsets and support only Image media type in visualizer (open-edge-platform#768)

Deprecated

• N/A

Removed

• N/A

Bug fixes

• Correcting static type checking (open-edge-platform#743)
• Fixing a VOC dataset export when a label contains 'space' (open-edge-platform#771)

Security

• N/A

06/09/2022 - Release v0.3.1

New features

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

Enhancements

• env.detect_dataset() now returns a list of detected formats at all recursion levels instead of just the lowest one (open-edge-platform#680)
• Open Images: allowed to store annotations file in root path as well (open-edge-platform#680)
• Improved parsing error messages in COCO, VOC and YOLO formats (open-edge-platform#684, open-edge-platform#686, open-edge-platform#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. (open-edge-platform#688)

Deprecated

• --save-images is replaced with --save-media in CLI and converter API (open-edge-platform#539)
• [API] image, point_cloud and related_images of DatasetItem are replaced with media and media_as(type) members and c-tor parameters (open-edge-platform#539)

Removed

• N/A

Bug fixes

• Detection for LFW format (open-edge-platform#680)
• Adding depth value of image when dataset is exported in VOC format (open-edge-platform#726)
• Adding to handle the numerical labels in task chains properly (open-edge-platform#726)
• Fixing the issue that annotations inside another annotation (polygon) are duplicated during import for VOC format (open-edge-platform#726)

Security

• N/A

21/02/2022 - Release v0.3

New features

• Ability to import a video as frames with the video_frames format and to split a video into frames with the datum util split_video command (open-edge-platform#555)
• --subset parameter in the image_dir format (open-edge-platform#555)
• MediaManager API to control loaded media resources at runtime (open-edge-platform#555)
• Command to detect the format of a dataset (open-edge-platform#576)
• More comfortable access to library API via import datumaro (open-edge-platform#630)
• CLI command-like free functions (export, transform, ...) (open-edge-platform#630)
• Reading specific annotation files for train dataset in Cityscapes (open-edge-platform#632)
• Random sampling transforms (random_sampler, label_random_sampler) to create smaller datasets from bigger ones (open-edge-platform#636, open-edge-platform#640)
• API to report dataset import and export progress; API to report dataset import and export errors and take action (skip, fail) (supported in COCO, VOC and YOLO formats) (open-edge-platform#650)
• Support for downloading the ImageNetV2 and COCO datasets (open-edge-platform#653, open-edge-platform#659)
• A way for formats to signal that they don't support detection (open-edge-platform#665)
• Removal transforms to remove items/annoations/attributes from dataset (remove_items, remove_annotations, remove_attributes) (open-edge-platform#670)

Enhancements

• Allowed direct file paths in datum import. Such sources are imported like when the rpath parameter is specified, however, only the selected path is copied into the project (open-edge-platform#555)
• Improved stats performance, added new filtering parameters, image stats (unique, repeated) moved to the dataset section, removed mean and std from the dataset section (open-edge-platform#621)
• Allowed Image creation from just size info (open-edge-platform#634)
• Added image search in VOC XML-based subformats (open-edge-platform#634)
• Added image path equality checks in simple merge, when applicable (open-edge-platform#634)
• Supported saving box attributes when downloading the TFDS version of VOC (open-edge-platform#668)
• Switched to a pyproject.toml-based build (open-edge-platform#671)

Deprecated

• TBD

Removed

• Official support of Python 3.6 (due to it's EOL) (open-edge-platform#617)
• Backward compatibility annotation symbols in components.extractor (open-edge-platform#630)

Bug fixes

• Prohibited calling add, import and export commands without a project (open-edge-platform#555)
• Calling make_dataset on empty project tree now produces the error properly (open-edge-platform#555)
• Saving (overwriting) a dataset in a project when rpath is used (open-edge-platform#613)
• Output image extension preserving in the Resize transform (open-edge-platform#606)
• Memory overuse in the Resize transform (open-edge-platform#607)
• Invalid image pixels produced by the Resize transform (open-edge-platform#618)
• Numeric warnings that sometimes occurred in stats command (e.g. open-edge-platform#607) (open-edge-platform#621)
• Added missing item attribute merging in simple merge (open-edge-platform#634)
• Inability to disambiguate VOC from LabelMe in some cases (open-edge-platform#658)

Security

• TBD

28/01/2022 - Release v0.2.3

New features

• Command to download public datasets (open-edge-platform#582)
• Extension autodetection in ByteImage (open-edge-platform#595)
• MPII Human Pose Dataset (import-only) (.mat and .json) (open-edge-platform#584)
• MARS format (import-only) (open-edge-platform#585)

Enhancements

• The pycocotools dependency lower bound is raised to 2.0.4. (open-edge-platform#449)
• smooth_line from datumaro.util.annotation_util - the function is renamed to approximate_line and has updated interface (open-edge-platform#592)

Deprecated

• Python 3.6 support

Removed

• TBD

Bug fixes

• Fails in multimerge when lines are not approximated and when there are no label categories (open-edge-platform#592)
• Cannot convert LabelMe dataset, that has no subsets (open-edge-platform#600)

Security

• TBD

24/12/2021 - Release v0.2.2

New features

• Video reading API (open-edge-platform#521)
• Python API documentation (open-edge-platform#526)
• Mapillary Vistas dataset format (Import-only) (open-edge-platform#537)
• Datumaro can now be installed on Windows on Python 3.9 (open-edge-platform#547)
• Import for SYNTHIA dataset format (open-edge-platform#532)
• Support of score attribute in KITTI detetion (open-edge-platform#571)
• Support for Accuracy Checker dataset meta files in formats (open-edge-platform#553, open-edge-platform#569, open-edge-platform#575)
• Import for VoTT dataset format (open-edge-platform#573)
• Image resizing transform (open-edge-platform#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 (open-edge-platform#531, open-edge-platform#536, open-edge-platform#550, open-edge-platform#557, open-edge-platform#558)
• Allowed Pytest-native tests (open-edge-platform#563)
• Allowed export options in the datum merge command (open-edge-platform#545)

Deprecated

• Using Image, ByteImage from datumaro.util.image - these classes are moved to datumaro.components.media (open-edge-platform#538)

Removed

• Equality comparison support between datumaro.components.media.Image and numpy.ndarray (open-edge-platform#568)

Bug fixes

• Bug #560: import issue with MOT dataset when using seqinfo.ini file (open-edge-platform#564)
• Empty lines in VOC subset lists are not ignored (open-edge-platform#587)

Security

• TBD

16/11/2021 - Release v0.2.1

New features

• Import for CelebA dataset format. (open-edge-platform#484)

Enhancements

• File people.txt became optional in LFW (open-edge-platform#509)
• File image_ids_and_rotation.csv became optional Open Images (open-edge-platform#509)
• Allowed underscores (_) in subset names in COCO (open-edge-platform#509)
• Allowed annotation files with arbitrary names in COCO (open-edge-platform#509)
• The icdar_text_localization format is no longer detected in every directory (open-edge-platform#531)
• Updated pycocotools version to 2.0.2 (open-edge-platform#534)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Unhandled exception when a file is specified as the source for a COCO or MOTS dataset (open-edge-platform#530)
• Exporting dataset without color attribute into the icdar_text_segmentation format (open-edge-platform#556)

Security

• TBD

14/10/2021 - Release v0.2

New features

• A new installation target: pip install datumaro[default], which should be used by default. The simple datumaro is supposed for library users. (open-edge-platform#238)
• Dataset and project versioning capabilities (Git-like) (open-edge-platform#238)
• "dataset revpath" concept in CLI, allowing to pass a dataset path with the dataset format in diff, merge, explain and info CLI commands (open-edge-platform#238)
• import, remove, commit, checkout, log, status, info CLI commands (open-edge-platform#238)
• Coco*Extractor classes now have an option to preserve label IDs from the original annotation file (open-edge-platform#453)
• patch CLI command to patch datasets (open-edge-platform#401)
• ProjectLabels transform to change dataset labels for merging etc. (open-edge-platform#401, open-edge-platform#478)
• Support for custom labels in the KITTI detection format (open-edge-platform#481)
• Type annotations and docs for Annotation classes (open-edge-platform#493)
• Options to control label loading behavior in imagenet_txt import (open-edge-platform#434, open-edge-platform#489)

Enhancements

• A project can contain and manage multiple datasets instead of a single one. CLI operations can be applied to the whole project, or to separate datasets. Datasets are modified inplace, by default (open-edge-platform#328)
• CLI help for builtin plugins doesn't require project (open-edge-platform#328)
• Annotation-related classes were moved into a new module, datumaro.components.annotation (open-edge-platform#439)
• Rollback utilities replaced with Scope utilities (open-edge-platform#444)
• The Project class from datumaro.components is changed completely (open-edge-platform#238)
• diff and ediff are joined into a single diff CLI command (open-edge-platform#238)
• Projects use new file layout, incompatible with old projects. An old project can be updated with datum project migrate (open-edge-platform#238)
• Inheriting CliPlugin is not required in plugin classes (open-edge-platform#238)
• Importers do not create Projects anymore and just return a list of extractor configurations (open-edge-platform#238)

Deprecated

• TBD

Removed

• import, project merge CLI commands (open-edge-platform#238)
• Support for project hierarchies. A project cannot be a source anymore (open-edge-platform#238)
• Project cannot have independent internal dataset anymore. All the project data must be stored in the project data sources (open-edge-platform#238)
• datumaro_project format (open-edge-platform#238)
• Unused path field of DatasetItem (open-edge-platform#455)

Bug fixes

• Deprecation warning in open_images_format.py (open-edge-platform#440)
• lazy_image returning unrelated data sometimes (open-edge-platform#409)
• Invalid call to pycocotools.mask.iou (open-edge-platform#450)
• Importing of Open Images datasets without image data (open-edge-platform#463)
• Return value type in Dataset.is_modified (open-edge-platform#401)
• Remapping of secondary categories in RemapLabels (open-edge-platform#401)
• VOC dataset patching for classification and segmentation tasks (open-edge-platform#478)
• Exported mask label ids in KITTI segmentation (open-edge-platform#481)
• Missing label for Points read in the LFW format (open-edge-platform#494)

Security

• TBD

24/08/2021 - Release v0.1.11

New features

• The Open Images format now supports bounding box and segmentation mask annotations (open-edge-platform#352, open-edge-platform#388).
• Bounding boxes values decrement transform (open-edge-platform#366)
• Improved error reporting in Dataset (open-edge-platform#386)
• Support ADE20K format (import only) (open-edge-platform#400)
• Documentation website at https://openvinotoolkit.github.io/datumaro (open-edge-platform#420)

Enhancements

• Datumaro no longer depends on scikit-image (open-edge-platform#379)
• Dataset remembers export options on saving / exporting for the first time (open-edge-platform#386)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Application of remap_labels to dataset categories of different length (open-edge-platform#314)
• Patching of datasets in formats (open-edge-platform#348)
• Improved Cityscapes export performance (open-edge-platform#367)
• Incorrect format of *_labelIds.png in Cityscapes export (open-edge-platform#325, open-edge-platform#342)
• Item id in ImageNet format (open-edge-platform#371)
• Double quotes for ICDAR Word Recognition (open-edge-platform#375)
• Wrong display of builtin formats in CLI (open-edge-platform#332)
• Non utf-8 encoding of annotation files in Market-1501 export (open-edge-platform#392)
• Import of ICDAR, PASCAL VOC and VGGFace2 images from subdirectories on WIndows (open-edge-platform#392)
• Saving of images with Unicode paths on Windows (open-edge-platform#392)
• Calling ProjectDataset.transform() with a string argument (open-edge-platform#402)
• Attributes casting for CVAT format (open-edge-platform#403)
• Loading of custom project plugins (open-edge-platform#404)
• Reading, writing anno file and saving name of the subset for test subset (open-edge-platform#447)

Security

• Fixed unsafe unpickling in CIFAR import (open-edge-platform#362)

14/07/2021 - Release v0.1.10

New features

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

Enhancements

• Tensorflow AVX check is made optional in API and disabled by default (open-edge-platform#305)
• Extensions for images in ImageNet_txt are now mandatory (open-edge-platform#302)
• Several dependencies now have lower bounds (open-edge-platform#308)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Incorrect image layout on saving and a problem with ecoding on loading (open-edge-platform#284)
• An error when XPath filter is applied to the dataset or its subset (open-edge-platform#259)
• Tracking of Dataset changes done by transforms (open-edge-platform#297)
• Improved CLI startup time in several cases (open-edge-platform#306)

Security

• Known issue: loading CIFAR can result in arbitrary code execution (open-edge-platform#327)

03/06/2021 - Release v0.1.9

New features

• Support for escaping in attribute values in LabelMe format (open-edge-platform#49)
• Support for Segmentation Splitting (open-edge-platform#223)
• Support for CIFAR-10/100 dataset format (open-edge-platform#225, open-edge-platform#243)
• Support for COCO panoptic and stuff format (open-edge-platform#210)
• Documentation file and integration tests for Pascal VOC format (open-edge-platform#228)
• Support for MNIST and MNIST in CSV dataset formats (open-edge-platform#234)
• Documentation file for COCO format (open-edge-platform#241)
• Documentation file and integration tests for YOLO format (open-edge-platform#246)
• Support for Cityscapes dataset format (open-edge-platform#249)
• Support for Validator configurable threshold (open-edge-platform#250)

Enhancements

• LabelMe format saves dataset items with their relative paths by subsets without changing names (open-edge-platform#200)
• Allowed arbitrary subset count and names in classification and detection splitters (open-edge-platform#207)
• Annotation-less dataset elements are now participate in subset splitting (open-edge-platform#211)
• Classification task in LFW dataset format (open-edge-platform#222)
• Testing is now performed with pytest instead of unittest (open-edge-platform#248)

Deprecated

• TBD

Removed

• TBD

Bug fixes

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

Security

• TBD

31/03/2021 - Release v0.1.8

New features

• TBD

Enhancements

• Added an option to allow undeclared annotation attributes in CVAT format export (open-edge-platform#192)
• COCO exports images in separate dirs by subsets. Added an option to control this (open-edge-platform#195)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Instance masks of background class no more introduce an instance (open-edge-platform#188)
• Added support for label attributes in Datumaro format (open-edge-platform#192)

Security

• TBD

24/03/2021 - Release v0.1.7

New features

• OpenVINO plugin examples (open-edge-platform#159)
• Dataset validation for classification and detection datasets (open-edge-platform#160)
• Arbitrary image extensions in formats (import and export) (open-edge-platform#166)
• Ability to set a custom subset name for an imported dataset (open-edge-platform#166)
• CLI support for NDR(open-edge-platform#178)

Enhancements

• Common ICDAR format is split into 3 sub-formats (open-edge-platform#174)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• The ability to work with file names containing Cyrillic and spaces (open-edge-platform#148)
• Image reading and saving in ICDAR formats (open-edge-platform#174)
• Unnecessary image loading on dataset saving (open-edge-platform#176)
• Allowed spaces in ICDAR captions (open-edge-platform#182)
• Saving of masks in VOC when masks are not requested (open-edge-platform#184)

Security

• TBD

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

New features

• TBD

Enhancements

• TBD

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Images with no annotations are exported again in VOC formats (open-edge-platform#123)
• Inference result for only one output layer in OpenVINO launcher (open-edge-platform#125)

Security

• TBD

02/26/2021 - Release v0.1.6

New features

• Icdar13/15 dataset format (open-edge-platform#96)
• Laziness, source caching, tracking of changes and partial updating for Dataset (open-edge-platform#102)
• Market-1501 dataset format (open-edge-platform#108)
• LFW dataset format (open-edge-platform#110)
• Support of polygons' and masks' confusion matrices and mismathing classes in diff command (open-edge-platform#117)
• Add near duplicate image removal plugin (open-edge-platform#113)
• Sampler Plugin that analyzes inference result from the given dataset and selects samples for annotation(open-edge-platform#115)

Enhancements

• OpenVINO model launcher is updated for OpenVINO r2021.1 (open-edge-platform#100)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• High memory consumption and low performance of mask import/export, #53 (open-edge-platform#101)
• Masks, covered by class 0 (background), should be exported with holes inside (open-edge-platform#104)
• diff command invocation problem with missing class methods (open-edge-platform#117)

Security

• TBD

01/23/2021 - Release v0.1.5

New features

• WiderFace dataset format (open-edge-platform#65, open-edge-platform#90)
• Function to transform annotations to labels (open-edge-platform#66)
• Dataset splits for classification, detection and re-id tasks (open-edge-platform#68, open-edge-platform#81)
• VGGFace2 dataset format (open-edge-platform#69, open-edge-platform#82)
• Unique image count statistic (open-edge-platform#87)
• Installation with pip by name datumaro

Enhancements

• Dataset class extended with new operations: save, load, export, import_from, detect, run_model (open-edge-platform#71)
• Allowed importing Extractor-only defined formats (in Project.import_from, dataset.import_from and CLI/project import) (open-edge-platform#71)
• datum project ... commands replaced with datum ... commands (open-edge-platform#84)
• Supported more image formats in ImageNet extractors (open-edge-platform#85)
• Allowed adding Importer-defined formats as project sources (source add) (open-edge-platform#86)
• Added max search depth in ImageDir format and importers (open-edge-platform#86)

Deprecated

• datum project ... CLI context (open-edge-platform#84)

Removed

• TBD

Bug fixes

• Allow plugins inherited from Extractor (instead of only SourceExtractor) (open-edge-platform#70)
• Windows installation with pip for pycocotools (open-edge-platform#73)
• YOLO extractor path matching on Windows (open-edge-platform#73)
• Fixed inplace file copying when saving images (open-edge-platform#76)
• Fixed labelmap parameter type checking in VOC converter (open-edge-platform#76)
• Fixed model copying on addition in CLI (open-edge-platform#94)

Security

• TBD

12/10/2020 - Release v0.1.4

New features

• CamVid dataset format (open-edge-platform#57)
• Ability to install opencv-python-headless dependency with DATUMARO_HEADLESS=1 environment variable instead of opencv-python (open-edge-platform#62)

Enhancements

• Allow empty supercategory in COCO (open-edge-platform#54)
• Allow Pascal VOC to search in subdirectories (open-edge-platform#50)

Deprecated

• TBD

Removed

• TBD

Bug fixes

• TBD

Security

• TBD

10/28/2020 - Release v0.1.3

New features

• ImageNet and ImageNetTxt dataset formats (open-edge-platform#41)

Enhancements

• TBD

Deprecated

• TBD

Removed

• TBD

Bug fixes

• Default label-map parameter value for VOC converter (open-edge-platform#34)
• Randomness of random split transform (open-edge-platform#38)
• Transform.subsets() method (open-edge-platform#38)
• Supported unknown image formats in TF Detection API converter (open-edge-platform#40)
• Supported empty attribute values in CVAT extractor (open-edge-platform#45)

Security

• TBD

10/05/2020 - Release v0.1.2

New features

• ByteImage class to represent encoded images in memory and avoid recoding on save (open-edge-platform#27)

Enhancements

• Implementation of format plugins simplified (open-edge-platform#22)
• default is now a default subset name, instead of None. The values are interchangeable. (open-edge-platform#22)
• Improved performance of transforms (open-edge-platform#22)

Deprecated

• TBD

Removed

• image/depth value from VOC export (open-edge-platform#27)

Bug fixes

• Zero division errors in dataset statistics (open-edge-platform#31)

Security

• TBD

09/24/2020 - Release v0.1.1

New features

• reindex option in COCO and CVAT converters (open-edge-platform#18)
• Support for relative paths in LabelMe format (open-edge-platform#19)
• MOTS png mask format support (https://github.com/openvinotoolkit/datumaro/21)

Enhancements

• TBD

Deprecated

• TBD

Removed

• TBD

Bug fixes

• TBD

Security

• TBD

09/10/2020 - Release v0.1.0

New features

• Initial release

Template

## [Unreleased]
### New features
- TBD

### Enhancements
- TBD

### Deprecated
- TBD

### Removed
- TBD

### Bug fixes
- TBD

### Security
- TBD