MultiSense: Cross Labelling and Learning Human Activities Using Multimodal Sensing Data

One of the major challenges for fully enjoying the power of machine learning is the need for the high-quality labelled data. To tap-in the gold-mine of data generated by IoT devices with unprecedented volume and value, we discover and leverage the hidden connections among the multimodal data collected by various sensing devices. Different modal data can complement and learn from each other, but it...