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aimobile  

ai for mobile develop  

  1. NN model: face detect using deep learning  

    1.1 training the aimobile ssd NN model for face detect in GPU of PC  

    1.2 inference the aimobile ssd NN model for face detect in mobile phone  

    1.3 aimobile ssd NN model parmeter is 650K  

    1.4 support dark light,shelter from, facial expression,Face Posture(Pitch/Roll/Yaw),different distance(about 1m)  

  1.5 need improve   

   the Face Posture with big Pitch/Roll/Yaw more than 45 degree  
   
   support mutil face  
  1. support Deep learning framework  

    2.1 caffe (supported)  

    2.2 tensorflow (doing)  

    2.3 pytorch (doing)  

  2. Inference performance  

    now is 11fps in mobile phone with A73 arm cpu  

    our target is 30fps in mobile phone with arm cpu,camera/NN inference/NN Pre-Post pipeline need to do!

  3. apk demo setup  

    4.1 put the aimobile ssd model and pt into /sdcard/aimobile   

    4.2 install the apk  

    4.3 allow the camera permission  

    aimobile ssd result picture 

Can not be used for commercial purposes without permission  

create aimobile by 2019/07/21:00:19  

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