fastscnn

Introduction

Official Repo

Code Snippet

Fast-SCNN (ArXiv'2019)

@article{poudel2019fast,
    title={Fast-scnn: Fast semantic segmentation network},
    author={Poudel, Rudra PK and Liwicki, Stephan and Cipolla, Roberto},
    journal={arXiv preprint arXiv:1902.04502},
    year={2019}
}

Results

CityScapes

Segmentor	Pretrain	Backbone	Crop Size	Schedule	Train/Eval Set	mIoU	Download
DepthwiseSeparableFCN	-	FastSCNN	512x1024	LR/POLICY/BS/EPOCH: 0.12/poly/32/1750	train/val	71.53%	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