cgnet

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

CityScapes

Segmentor	Pretrain	Backbone	Crop Size	Schedule	Train/Eval Set	mIoU	Download
FCN	-	M3N21	512x1024	LR/POLICY/BS/EPOCH: 0.001/poly/16/340	train/val	68.53%	cfg | model | log

More

You can also download the model weights from following sources:

• BaiduNetdisk: https://pan.baidu.com/s/1gD-NJJWOtaHCtB0qHE79rA with access code s757