This is a CNN framework based on RenderScript.

1. Download MobileNet-SSD model.

git clone https://github.com/chuanqi305/MobileNet-SSD

2. Use script/convert_caffe_model.py to convert the model to new format, do not forget to change the caffe root path in the converting script.

python script/convert_caffe_model.py --model MobileNet-SSD/deploy.prototxt --weights MobileNet-SSD/MobileNetSSD_deploy.caffemodel --savedir mobilenet-ssd

3. Push the converted model files to your mobile phone.

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/

4. Run this demo, and you can select a photo to see the object detection result.