2.2 KiB
2.2 KiB
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 |