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Awesome Open Source

MTCNN_Caffe

Introduce

This original project is MTCNN. I transform this project from Matlab API to Caffe(C++) API。

Run

  • Install caffe

  • compile example/MTSrc/MTMain.cpp

  • MTMain.bin [model dir] [image Path]

[e.g.: ./build/examples/MTSrc/MTMain.bin '/home/dafu/workspace/MTCNN_Caffe/examples/MTmodel' '/home/dafu/workspace/MTCNN_Caffe/examples/MTSrc/test2.jpg']

Modify

I add a MemoryData input layer in prototxt file(R-net and O-net) so that to set dynamically batch size. This modify can add speed and take full advantage of GPU resources.

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Caffe

Build Status License

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by the Berkeley Vision and Learning Center (BVLC) and community contributors.

Check out the project site for all the details like

and step-by-step examples.

Join the chat at https://gitter.im/BVLC/caffe

Please join the caffe-users group or gitter chat to ask questions and talk about methods and models. Framework development discussions and thorough bug reports are collected on Issues.

Happy brewing!

License and Citation

Caffe is released under the BSD 2-Clause license. The BVLC reference models are released for unrestricted use.

Please cite Caffe in your publications if it helps your research:

@article{jia2014caffe,
  Author = {Jia, Yangqing and Shelhamer, Evan and Donahue, Jeff and Karayev, Sergey and Long, Jonathan and Girshick, Ross and Guadarrama, Sergio and Darrell, Trevor},
  Journal = {arXiv preprint arXiv:1408.5093},
  Title = {Caffe: Convolutional Architecture for Fast Feature Embedding},
  Year = {2014}
}

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