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caffe-mobilenet-v3

Introduction

This is a personal Caffe implementation of MobileNetV3. For details, please read the original papers: Searching for MobileNetV3.

How to use

1. Requirements for Caffe (see: Caffe installation instructions)
2. Add new caffe layers and rebuild the caffe:
   • Depthwise Convolutional Layer from yonghenglh6/DepthwiseConvolution
   • ReLU6 Layer from RuiminChen/Caffe-MobileNetV2-ReLU6
3. Run test

   CPU:
   $CAFFE_ROOT/build/tools/caffe time -model mobilenet_v3_large_1.0.prototxt
   GPU:
   $CAFFE_ROOT/build/tools/caffe time -model mobilenet_v3_large_1.0.prototxt -gpu 0

Performance on MobileNetV3

TODO

• More MobileNetV3 architectures.
• Traning & validation.