MDLdroidLite:Enabling Resource-Efficient Deep Neural Networks on Mobile Devices

This project presents MDLdroidLite, our latest on-device deep learning framework to support privacy-preserving personal mobile sensing applications.

MDLdroid:Mobile Deep Learning for Personal Mobile Sensing Applications

Our first version of a novel decentralized mobile deep learning framework to enable resource-aware on-device collaborative learning for personal mobile sensing applications.