Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion

Setareh Rahimi Taghanaki, Michael Rainbow, Ali Etemad

We propose the use of self-supervised learning for human activity recognition with smartphone accelerometer data. Our proposed solution consists of two steps. First, the representa…