Leveraging Vision-Language Pre-training for Human Activity Recognition in Still Images

Cristina Mahanta, Gagan Bhatia

Recognising human activity in a single photo enables indexing, safety and assistive applications, yet lacks motion cues. Using 285 MSCOCO images labelled as walking, running, sitti…