PyTorch Implementation of commonly used loss functions for medical image segmentation tasks.
Some codes are from
- [nnUNet](https://github.com/MIC-DKFZ/nnUNet)
- [Loss_ToolBox-PyTorch](https://github.com/Hsuxu/Loss_ToolBox-PyTorch)
- [3D U-Net](https://github.com/wolny/pytorch-3dunet/blob/master/unet3d/losses.py)
All the loss functions have been tested with [nnUNet](https://github.com/MIC-DKFZ/nnUNet). Also, they can be used in a plug-and-play way.
基于python的眼底图像视杯视盘分割项目源码（高分项目）.zip （198个子文件） 
README.md 456B README.md 456B README.md 24B Attention_Assemble.py 41KB Attention_Assemble.py 41KB Attention_Assemble.py 41KB Attention_Assemble.py 41KB _deeplab.py 25KB ext_transforms.py 20KB ext_transforms.py 20KB dice_loss.py 17KB dice_loss.py 17KB _deeplab.py 16KB main.py 14KB resnet.py 13KB resnet.py 13KB resnet.py 13KB resnet.py 13KB main.py 13KB modeling.py 11KB resnet_cbam.py 10KB resnet_cbam.py 10KB resnet_cbam.py 10KB resnet_cbam.py 10KB main.py 10KB _deeplab.py 10KB main.py 9KB modeling.py 9KB _deeplab.py 9KB stream_metrics.py 9KB boundary_loss.py 8KB boundary_loss.py 8KB mobilenetv3.py 8KB mobilenetv3.py 8KB mobilenetv3.py 8KB stream_metrics.py 7KB ND_Crossentropy.py 7KB ND_Crossentropy.py 7KB mobilenetv2.py 7KB mobilenetv2.py 7KB mobilenetv2.py 7KB mobilenetv2.py 7KB modeling.py 7KB modeling.py 7KB CBAM.py 6KB CBAM.py 6KB CBAM.py 6KB CBAM.py 6KB Axial_Attention.py 6KB Axial_Attention.py 6KB Axial_Attention.py 6KB Axial_Attention.py 6KB Self_Attention.py 6KB Self_Attention.py 6KB Self_Attention.py 6KB Self_Attention.py 6KB Non_local.py 5KB Non_local.py 5KB Non_local.py 5KB Non_local.py 5KB DANet.py 5KB DANet.py 5KB DANet.py 5KB DANet.py 5KB hausdorff.py 5KB hausdorff.py 5KB triplet_Attention.py 4KB triplet_Attention.py 4KB triplet_Attention.py 4KB triplet_Attention.py 4KB CCNet.py 4KB CCNet.py 4KB CCNet.py 4KB CCNet.py 4KB config.py 4KB config.py 4KB config.py 4KB stream_metrics.py 4KB SKENet.py 4KB SKENet.py 4KB SKENet.py 4KB SKENet.py 4KB refuge.py 3KB focal_loss.py 3KB focal_loss.py 3KB gen_crop_edge.py 3KB gen_edge.py 3KB stream_metrics.py 3KB utils.py 3KB utils.py 3KB loss.py 3KB utils.py 3KB utils.py 3KB GCNet.py 3KB GCNet.py 3KB GCNet.py 3KB GCNet.py 3KB gen_crop.py 3KB visualizer.py 3KB visualizer.py 3KB共 198 条
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资源评论
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- 2301_793363192024-05-12非常有用的资源，可以直接使用，对我很有用，果断支持！
