3D MaxViT Pytorch
Extending MaxViT (Multi-Axis Vision Transformer) to 3D Space
Install / Use
npx skills add nengwp/3D-MaxViT-pytorchInstalls into whichever agent you are using.
README
3D-MaxViT-pytorch
Extending MaxViT (Multi-Axis Vision Transformer) to 3D Space
MaxViT
MaxViT:Multi-Axis Vision Transformer. In this paper author introduce an efficient and scalable attention model , call multi-axis attention, which consists of two aspects: blocked local and dilated global attention.
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3D MaxViT
We extend MaxViT to 3D space to accommodate medical images such as CT and MRI. We implemented 3D Max-SA(3D Multi-axis self-attention) as shown in the figure to facilitate insertion into existing medical networks such as 3DUnet.
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Acknowledgement
We refer to part of the code of vit-pytorch/maxvit
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