EdgeOL: Efficient in-situ Online Learning on Edge Devices

Sheng Li, Geng Yuan, Yue Dai +10

Emerging applications, such as robot-assisted eldercare and object recognition, generally employ deep learning neural networks (DNNs) and naturally require: i) handling streaming-i…