Corpus ID: 209444454

FasterSeg: Searching for Faster Real-time Semantic Segmentation

@article{Chen2020FasterSegSF,
  title={FasterSeg: Searching for Faster Real-time Semantic Segmentation},
  author={Wuyang Chen and Xinyu Gong and X. Liu and Qian Zhang and Y. Li and Zhangyang Wang},
  journal={ArXiv},
  year={2020},
  volume={abs/1912.10917}
}

Wuyang Chen, Xinyu Gong, +3 authors Zhangyang Wang

Published 2020

Computer Science

ArXiv

We present FasterSeg, an automatically designed semantic segmentation network with not only state-of-the-art performance but also faster speed than current methods. Utilizing neural architecture search (NAS), FasterSeg is discovered from a novel and broader search space integrating multi-resolution branches, that has been recently found to be vital in manually designed segmentation models. To better calibrate the balance between the goals of high accuracy and low latency, we propose a decoupled… CONTINUE READING

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