Action Anticipation

Action Anticipation is a crucial task in the field of computer vision, defined as predicting the next action that will occur Ta seconds later by observing images from frame 1 to T in a time series, where Ta is 1 second. The goal of this task is to accurately predict new actions that have not yet appeared in the observed frames, which holds significant application value, such as real-time monitoring, intelligent interaction, and behavior analysis.