bisenetv2

Introduction

Official Repo

Code Snippet

BiSeNetV2 (IJCV'2021)

@article{yu2021bisenet,
    title={Bisenet v2: Bilateral network with guided aggregation for real-time semantic segmentation},
    author={Yu, Changqian and Gao, Changxin and Wang, Jingbo and Yu, Gang and Shen, Chunhua and Sang, Nong},
    journal={International Journal of Computer Vision},
    pages={1--18},
    year={2021},
    publisher={Springer}
}

Results

CityScapes

Segmentor	Pretrain	Backbone	Crop Size	Schedule	Train/Eval Set	mIoU	Download
FCN	-	BiSeNetV2	1024x1024	LR/POLICY/BS/EPOCH: 0.05/poly/16/860	train/val	74.62%	cfg | model | log
FCN	-	BiSeNetV2-APEXFP16	1024x1024	LR/POLICY/BS/EPOCH: 0.05/poly/16/860	train/val	74.17%	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