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Spatial As Deep: Spatial CNN for Traffic Scene Understanding

Introduction

@inproceedings{pan2018SCNN,  
  author = {Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, and Xiaoou Tang},  
  title = {Spatial As Deep: Spatial CNN for Traffic Scene Understanding},  
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},  
  month = {February},  
  year = {2018}  
}

Models

Architecture Backbone Dataset Metric Config Checkpoints
SCNN ResNet50 CULane F1: 74.89 config model
SCNN ResNet18 Tusimple acc: 96.05 config model