Demo: Automated Micro-Activity Annotations for Human Activity Recognition with Inertial Sensing

Soumyajit Chatterjee, Bivas Mitra, Sandip Chakraborty

Abstract: This demo presents AmicroN which automatically generates fine-grained annotations using locomotive signatures. In the backend, AmicroN exploits short-duration macro labels already present in a pre-annotated dataset. It uses zero-shot learning to identify the finer micro-activities present within a coarse-grain macro-activity label.