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README.md

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

Introduction

@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