History

Jerry Jiarui XU ce232deb09 [Improvement] Add tags for each README.md (#340 )		2021-01-10 21:35:09 -08:00
..
README.md	[Improvement] Add tags for each README.md (#340 )	2021-01-10 21:35:09 -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

[ALGORITHM]

@article{wu2018cgnet,
  title={CGNet: A Light-weight Context Guided Network for Semantic Segmentation},
  author={Wu, Tianyi and Tang, Sheng and Zhang, Rui and Zhang, Yongdong},
  journal={arXiv preprint arXiv:1811.08201},
  year={2018}
}

Results and models

Cityscapes

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