EgoADL: Multimodal Daily-life Logging in Free-living Environments Using Non-Visual Egocentric Sensors on a Smartphone

EgoADL dataset employs a commodity smartphone as an egocentric sensor hub, which captures the audio, wireless sensing signals (i.e., Wi-Fi), and motion sensor signals continuously. Users can perform arbitrary daily routines with the sensor hub, i.e., an in-pocket smartphone, in free-living environments. EgoADL will recognize ADLs including both human activity and human-object interaction from the sensor data without human intervention.