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Release v1.0.0

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@goodsong81 goodsong81 released this 24 Feb 13:53
· 1546 commits to develop since this release
v1.0.0
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Learn about vigilant mode.

NOTES

OpenVINO™ Training Extensions which version 1.0.0 has been updated to include functional and security updates. Users should update to the latest version.

New features

  • Adaptation of Datumaro component as a dataset interface
  • Integrate hyper-parameter optimizations
  • Support action recognition task
  • Self-supervised learning mode for representational training
  • Semi-supervised learning mode for better model quality

Enhancements

  • Installation via PyPI package
  • Enhance find command to find configurations of supported tasks / algorithms / models / backbones
  • Introduce build command to customize task or model configurations in isolated workspace
  • Auto-config feature to automatically select the right algorithm and default model for the train & build command by detecting the task type of given input dataset
  • Improve documentation
  • Improve training performance by introducing enhanced loss for the few-shot transfer

Bug fixes

  • Fixing configuration loading issue from the meta data of the model in OpenVINO task for the backward compatibility
  • Fixing some minor issues
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