Skip to content

Ri-Yue-Shui-Hua/Unet3D

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

23 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Unet3D

implement Unet3D for segmentation

  • Todo
  • 实现基于Pytorch的Unet3D;
  • 实现数据加载功能;
  • 训练参数通过类包装;
  • 训练过程中保存训练集和测试集评价指标高的模型;
  • 实现断点继续训练功能;
  • 实现训练可视化功能;
  • 实现模型转换功能;
  • 实现模型评价功能;
  • 实现各种小tricks;
  • 切换CPU与GPU,并可以设置单卡与多卡;
  • 设置权重初始化方式;
  • [ ]

image-20240102135253258

About

implement Unet3D for segmentation

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages