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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

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You can also download the model weights from following sources: