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fourier-convolution

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Abhishek-Aditya-bs / SWIFT

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Official PyTorch code for the paper "Towards Faster and Efficient Lightweight Image Super Resolution using SwinV2 Transformers and Fourier Convolutions." PyTorch · SwinV2 Transformers · Fast Fourier Convolutions · TorchServe · Docker. 33.55% fewer params, up to 60% faster than SwinIR.

docker computer-vision deep-learning neural-network transformers pytorch super-resolution research-paper sisr image-super-resolution torchserve swin-transformer lightweight-models fourier-convolution
  • Updated May 30, 2026
  • Python

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