History

谢昕辰 7e1d853f2b [Fix] fix fast scnn (#606 ) * [Refactor] Match paddle seg weight * Match inference * fix exp setting * delete comment and rename config files * replace hard code with config parameters * fix ppm concat order * remove hardcode * update result * fix typo * complement docstring * complement FutureFusionModule docstring * modify log link		2021-07-02 17:58:35 +08:00
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README.md	[Fix] fix fast scnn (#606 )	2021-07-02 17:58:35 +08:00
fast_scnn_lr0.12_8x4_160k_cityscapes.py	[Fix] fix fast scnn (#606 )	2021-07-02 17:58:35 +08:00
metafile.yml	update metafiles (#661 )	2021-07-01 22:31:00 +08:00

README.md

Fast-SCNN for Semantic Segmentation

Introduction

@article{poudel2019fast,
  title={Fast-scnn: Fast semantic segmentation network},
  author={Poudel, Rudra PK and Liwicki, Stephan and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1902.04502},
  year={2019}
}

Results and models

Cityscapes

Method	Backbone	Crop Size	Lr schd	Mem (GB)	Inf time (fps)	mIoU	mIoU(ms+flip)	config	download
Fast-SCNN	Fast-SCNN	512x1024	160000	3.3	56.45	70.96	72.65	config	model \| log