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.

[Unreleased]

Added

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

Changed

• LabelMe format saves dataset items with their relative paths by subsets without changing names (openvinotoolkit#200)
• Allowed arbitrary subset count and names in classification and detection splitters (openvinotoolkit#207)
• Annotation-less dataset elements are now participate in subset splitting (openvinotoolkit#211)
• Classification task in LFW dataset format (openvinotoolkit#222)

Deprecated

Removed

Fixed

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

Security

31/03/2021 - Release v0.1.8

Added

Changed

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

Deprecated

Removed

Fixed

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

Security

24/03/2021 - Release v0.1.7

Added

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

Changed

• Common ICDAR format is split into 3 sub-formats (openvinotoolkit#174)

Deprecated

Removed

Fixed

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

Security

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

Added

Changed

Deprecated

Removed

Fixed

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

Security

02/26/2021 - Release v0.1.6

Added

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

Changed

• OpenVINO model launcher is updated for OpenVINO r2021.1 (openvinotoolkit#100)

Deprecated

Removed

Fixed

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

Security

01/23/2021 - Release v0.1.5

Added

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

Changed

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

Deprecated

• datum project ... CLI context (openvinotoolkit#84)

Removed

Fixed

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

Security

12/10/2020 - Release v0.1.4

Added

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

Changed

• Allow empty supercategory in COCO (openvinotoolkit#54)
• Allow Pascal VOC to search in subdirectories (openvinotoolkit#50)

Deprecated

Removed

Fixed

Security

10/28/2020 - Release v0.1.3

Added

• ImageNet and ImageNetTxt dataset formats (openvinotoolkit#41)

Changed

Deprecated

Removed

Fixed

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

Security

10/05/2020 - Release v0.1.2

Added

• ByteImage class to represent encoded images in memory and avoid recoding on save (openvinotoolkit#27)

Changed

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

Deprecated

Removed

• image/depth value from VOC export (openvinotoolkit#27)

Fixed

• Zero division errors in dataset statistics (openvinotoolkit#31)

Security

09/24/2020 - Release v0.1.1

Added

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

Changed

Deprecated

Removed

Fixed

Security

09/10/2020 - Release v0.1.0

Added

• Initial release

Template

## [Unreleased]
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### Fixed
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### Security
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