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oriented object detection based on DETR

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2022-03-29

  1. Add sigmoid() on reference box before positional embedding.

  2. Normalize theta $\in [\frac{-\pi}{2},\frac{\pi}{2})$ to [0, 1).

  3. Change the smooth L1 loss of polys in format of eight params to L1 loss of oboxes in format of five params.

  4. grad detach on reference box of every decoder layer except the first layer

2022-04-06

  1. disable the gaussian co-attention
  2. back to sam-detr without roi aign

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oriented object detection based on DETR

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  • Python 73.5%
  • Cuda 22.5%
  • C++ 2.9%
  • Other 1.1%