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[Enhancement] Change readme style and Update metafiles. (#895)

sennnnn authored 3 years ago

* [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>

2800d435

2800d435 3 years ago

Name	Last commit	Last update
..
README.md
cgnet.yml
cgnet_512x1024_60k_cityscapes.py
cgnet_680x680_60k_cityscapes.py

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

Introduction

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