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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