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@@ -24,6 +24,18 @@ semantic segmentation, and video action recognition. We also validate the effect
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  and methods introduced by the Iwin Transformer have the potential to inspire future research, like Iwin 3D Attention in video generation. The code and models are available at
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  https://github.com/cominder/Iwin-Transformer.
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  ## Citation
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  ```
 
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  and methods introduced by the Iwin Transformer have the potential to inspire future research, like Iwin 3D Attention in video generation. The code and models are available at
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  https://github.com/cominder/Iwin-Transformer.
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+ ## Usage
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+ ```
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+ from huggingface_hub import hf_hub_download
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+
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+ filepath = hf_hub_download(repo_id="cominder/Iwin-Transformer", filename="iwin_base_patch4_window12_384.pth")
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+ ```
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+
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+
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+ ## License
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+ The codes and model weights are realeased under the MIT License for researchers and developers.
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+ For commercial use, see[License-Agreement](LICENSE-AGREEMENT) and please contact [bestcallsimin@gmail.com](mailto:bestcallsimin@gmail.com).
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+
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  ## Citation
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  ```