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MobileNetV2: Inverted Residuals and Linear Bottlenecks

Introduction

@INPROCEEDINGS{8578572,
  author={M. {Sandler} and A. {Howard} and M. {Zhu} and A. {Zhmoginov} and L. {Chen}},
  booktitle={2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  title={MobileNetV2: Inverted Residuals and Linear Bottlenecks},
  year={2018},
  volume={},
  number={},
  pages={4510-4520},
  doi={10.1109/CVPR.2018.00474}}
}

Results and models

ImageNet

Model Params(M) Flops(G) Top-1 (%) Top-5 (%) Config Download
MobileNet V2 3.5 0.319 71.86 90.42 config model | log