This is a CNN framework based on RenderScript.
git clone https://github.com/chuanqi305/MobileNet-SSD
python script/convert_caffe_model.py --model MobileNet-SSD/deploy.prototxt --weights MobileNet-SSD/MobileNetSSD_deploy.caffemodel --savedir mobilenet-ssd
adb push mobilenet-ssd /sdcard/
Instead of push the files to mobile phone manually, you can also put these files into the assets of the project:
cp -ar mobilenet-ssd demo/src/main/assets/