深度学习图像分割整理

1 综述

Semantic Segmentation using Fully Convolutional Networks over the years
Jun 1, 2017

https://meetshah1995.github.io/semantic-segmentation/deep-learning/pytorch/visdom/2017/06/01/semantic-segmentation-over-the-years.html#sec_datasets

2 常见分割网络总结

3 代码

https://github.com/meetshah1995/pytorch-semseg

总结代码
https://github.com/mrgloom/awesome-semantic-segmentation

4 推荐链接

空洞卷积解读
https://blog.csdn.net/dcrmg/article/details/81035711
deeplab系列差别
https://blog.csdn.net/u011974639/article/details/79148719
https://blog.csdn.net/Dlyldxwl/article/details/81148810
refinenet
https://blog.csdn.net/qq_36165459/article/details/78345269
https://blog.csdn.net/Suan2014/article/details/79669184
pspnet
http://hellodfan.com/2018/01/05/语义分割论文-PSPNet/
https://zhuanlan.zhihu.com/p/36670958
deeplab系列作者cv
http://liangchiehchen.com/
tensorflow分割套餐
https://github.com/GeorgeSeif/Semantic-Segmentation-Suite