History

sennnnn 2aa632ebe7 [Enhancement] Change readme style and Update metafiles. (#895 ) * [Enhancement] Change readme style and prepare for metafiles update. * Update apcnet github repo url. * add code snippet. * split code snippet & official repo. * update md2yml hook. * Update metafiles. * Add converted from attribute. * process conflict. * Put defualt variable value. * update bisenet v2 metafile. * checkout to ubuntu environment. * pop empty attribute & make task attribute list. * update readme style * update readme style * update metafiles Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn>		2021-09-28 16:25:37 +08:00
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README.md	[Enhancement] Change readme style and Update metafiles. (#895 )	2021-09-28 16:25:37 +08:00
cgnet.yml	[Enhancement] Change readme style and Update metafiles. (#895 )	2021-09-28 16:25:37 +08:00
cgnet_512x1024_60k_cityscapes.py	[New model] Support CGNet (#223 )	2020-11-03 00:05:25 -08:00
cgnet_680x680_60k_cityscapes.py	[New model] Support CGNet (#223 )	2020-11-03 00:05:25 -08:00

README.md

CGNet: A Light-weight Context Guided Network for Semantic Segmentation

Introduction

Official Repo

Code Snippet

CGNet (TIP'2020)

@article{wu2020cgnet,
  title={Cgnet: A light-weight context guided network for semantic segmentation},
  author={Wu, Tianyi and Tang, Sheng and Zhang, Rui and Cao, Juan and Zhang, Yongdong},
  journal={IEEE Transactions on Image Processing},
  volume={30},
  pages={1169--1179},
  year={2020},
  publisher={IEEE}
}

Results and models

Cityscapes

Method	Backbone	Crop Size	Lr schd	Mem (GB)	Inf time (fps)	mIoU	mIoU(ms+flip)	config	download
CGNet	M3N21	680x680	60000	7.5	30.51	65.63	68.04	config	model \| log
CGNet	M3N21	512x1024	60000	8.3	31.14	68.27	70.33	config	model \| log