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Updates

  • [Dec 25 2020] PixelSSL v0.1.4 is Released!
    v0.1.4 supports the CutMix semi-supervised learning algorithm for pixel-wise classification.

  • [Nov 06 2020] PixelSSL v0.1.3 is Released!
    v0.1.3 supports the CCT semi-supervised learning algorithm for pixel-wise classification.

  • [Oct 28 2020] PixelSSL v0.1.2 is Released!
    v0.1.2 supports PSPNet and its SSL results for semantic segmentation task.

  • [Sep 16 2020] PixelSSL v0.1.1 is Released!
    v0.1.1 supports the S4L semi-supervised learning algorihm and fixes some bugs in the demo code of semantic segmentation task.

    Bug fix:

    • Fixed the bug of the ASPP module in the DeepLabV2 model.
    • Fixed the bug of sharing confusion_matrix when calculating the semantic segmentation metric in multi-model SSL algorithm, e.g., MT, GCT.

  • [Aug 13 2020] PixelSSL v0.1.0 is Released!
    v0.1.0 supports supervised-only learning, three semi-supervised learning algorithms (MT, AdvSSL, GCT) and one example task (semantic segmentation).