erfnet

Introduction

Official Repo

Code Snippet

ERFNet (T-ITS'2017)

@article{romera2017erfnet,
    title={Erfnet: Efficient residual factorized convnet for real-time semantic segmentation},
    author={Romera, Eduardo and Alvarez, Jos{\'e} M and Bergasa, Luis M and Arroyo, Roberto},
    journal={IEEE Transactions on Intelligent Transportation Systems},
    volume={19},
    number={1},
    pages={263--272},
    year={2017},
    publisher={IEEE}
}

Results

CityScapes

Segmentor	Pretrain	Backbone	Crop Size	Schedule	Train/Eval Set	mIoU	Download
FCN	-	ERFNet	512x1024	LR/POLICY/BS/EPOCH: 0.01/poly/16/860	train/val	76.44%	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