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PyTorch implementation of 'Swin Transformer' (Liu et al., 2021) from scratch.

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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

To-Dos

  • Patch partition
  • Patch merging
  • Relative position bias
  • Feature map padding
  • Self-attention in non-overlapped windows
  • Shifted Window based Self-Attention

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PyTorch implementation of 'Swin Transformer' (Liu et al., 2021) from scratch.

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pytorch swin-transformer

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