History

Jerry Jiarui XU f86c24d806 [Enhance] Refactor inverted residual (#164 ) * [Enhance] Unifed InvertedResidual in MobileNetV2 and FastSCNN * [Enhance] Unifed InvertedResidual in MobileNetV2 and FastSCNN		2020-09-28 00:33:51 +08:00
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README.md	[Enhance] Refactor inverted residual (#164 )	2020-09-28 00:33:51 +08:00
fast_scnn_4x8_80k_lr0.12_cityscapes.py	Fast-SCNN implemented (#58 )	2020-08-18 23:33:05 +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)	download
Fast-SCNN	Fast-SCNN	512x1024	80000	8.4	63.61	69.06	-	model \| log