jbvincey/cnndroid

Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android

CNNdroid

CNNdroid is an open source library for execution of trained convolutional neural networks on Android devices. The main highlights of CNNdroid are as follows:

• Support for all major CNN layer types.
• Compatible with CNN models trained by common desktop libraries, namely, Caffe, Torch and Theano (Developers can easily port the trained models to Android by the help of provided scripts).
• Easy to configure and integrate into any Android app without additional software requirements.
• User-specified maximum memory usage.
• Acceleration on both GPU and CPU.
• Automatic tuning of performance.
• Up to 60X speedup and up to 130X energy saving on current mobile devices

For more information about the library and installation guide, please refer to the [user guide](CNNdroid Complete Developers Guide and Installation Instruction.pdf).