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opencv deep network on android device

Hi, I am running deep learning network (MobilenetSSDCaffe) on android device using OpenCV deep learning module. But I am getting 2-3 fps only , accuracy is very less and poor performance of object detection. While processing only for 4th frame , I am getting 7-9 fps . Can anybody suggest me ,tunable parameter or optimization of model or any other approach to get best performance . Please find below the details of parameters: IN_WIDTH =300 IN_HEIGHT = 300 IN_SCALE_FACTOR = 0.007843 MEAN_VAL = 127.5 THRESHOLD=0.5

Thanks in advance.