icnet

Introduction

Official Repo

Code Snippet

ICNet (ECCV'2018)

@inproceedings{zhao2018icnet,
    title={Icnet for real-time semantic segmentation on high-resolution images},
    author={Zhao, Hengshuang and Qi, Xiaojuan and Shen, Xiaoyong and Shi, Jianping and Jia, Jiaya},
    booktitle={Proceedings of the European conference on computer vision (ECCV)},
    pages={405--420},
    year={2018}
}

Results

CityScapes

Backbone	Pretrain	Crop Size	Schedule	Train/Eval Set	mIoU	Download
R-50-D8	ImageNet-1k-224x224	832x832	LR/POLICY/BS/EPOCH: 0.01/poly/8/440	train/val	76.60%	cfg | model | log
R-101-D8	ImageNet-1k-224x224	832x832	LR/POLICY/BS/EPOCH: 0.01/poly/8/440	train/val	76.27%	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