History

谢昕辰 2f3f027c3d [Enhancement] md2yml pre-commit hook (#732 ) * init script * update scripts and generate new yml * fix lint: deeplabv3plus.yml * modify resolution representation * remove field * format crop_size		2021-07-31 09:31:58 -07:00
..
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
fastscnn.yml	[Enhancement] md2yml pre-commit hook (#732 )	2021-07-31 09:31:58 -07:00

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