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v2.6.0: Auto-annotation in the SDK, better frame caching
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@SpecLad SpecLad released this 11 Aug 17:03
· 1277 commits to master since this release
v2.6.0
68e690f
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Learn about vigilant mode.

Added

  • [SDK] Introduced the DeferredTqdmProgressReporter class, which avoids the glitchy output seen with the TqdmProgressReporter under certain circumstances (#6556)
  • [SDK, CLI] Added the cvat_sdk.auto_annotation module, providing functionality to automatically annotate tasks by executing a user-provided function on the local machine. A corresponding CLI command (auto-annotate) is also available. Some predefined functions using torchvision are also available. (#6483, #6649)
  • Included an indication for cached frames in the interface (#6586)

Changed

  • Raised the default guide assets limitations to 30 assets, with a maximum size of 10MB each (#6575)
  • [SDK] Custom ProgressReporter implementations should now override start2 instead of start The old implementation is still supported.
    (#6556)
  • Improved memory optimization and code in the decoding module (#6585)

Removed

  • Removed the YOLOv5 serverless function (#6618)

Fixed

  • Corrected an issue where the prebuilt FFmpeg bundled in PyAV was being used instead of the custom build.
  • Fixed the filename for labels in the CamVid format (#6600)
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