August 2019, FastFCN : SOTA of semantic segmentation

Summary

Some information notes i found when reading about FastFCN

Detail

Information

Links

1. Project Homepage
2. paperswithcode’s result
3. quick explaination : in Japanese

Summary

• Better accuracy , higher fps

mIoU = 53.1% in Pascal Context dataset

fps = 32fps (Resnet-101 as backbone) using Titan-Xp GPU with a 512x512 image as input.

• source code come with MIT license, can be used in commercial

The author is generous to give the source code as MIT license at github. At August 2019, He’s also very active on the github page too. Unlike other project where tons of issue are left there, in this project there’re no issue left. Amazing

Personal thinking

Amazing work.

End