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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
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support Deep learning framework
2.1 caffe (supported)
2.2 tensorflow (doing)
2.3 pytorch (doing)
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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!
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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
Can not be used for commercial purposes without permission
create aimobile by 2019/07/21:00:19
