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[MPA] Class-incremental Learning for instance-segmentation #1142

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merged 14 commits into from
Jun 29, 2022

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harimkang
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@harimkang harimkang commented Jun 21, 2022

Summary

This PR includes :

  • Class incremental learning for instance segmentation model template
  • EfficientnetB2B-maskRCNN & ResNet50-maskRCNN
  • MPATask for instance segmentation
  • MPA submodule update for instance segmentation training
  • ote cli (train/eval/export/deploy) works!
  • CLI test:
    pytest -rP external/model-preparation-algorithm/tests/ote_cli/test_ins_seg_cls_il.py
  • Sample Code:
    python external/model-preparation-algorithm/mpa_tasks/samples/inst_seg_cls_il_sample.py external/model-preparation-algorithm/configs/instance-segmentation/efficientnetb2b_maskrcnn/template_experimental.yaml
    

@github-actions github-actions bot added the ALGO Any changes in OTX Algo Tasks implementation label Jun 21, 2022
goodsong81
goodsong81 previously approved these changes Jun 29, 2022
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@goodsong81 goodsong81 left a comment

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LGTM.

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@JihwanEom JihwanEom left a comment

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LGTM.

@harimkang harimkang merged commit 12be3ac into develop Jun 29, 2022
@harimkang harimkang deleted the mpa-instance-seg branch June 29, 2022 08:03
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4 participants