Release v0.3.1

Added

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

Changed

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

Deprecated

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

Removed

• N/A

Fixed

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

Security

• N/A