FCA-RAC: First Cycle Annotated Repetitive Action Counting

arXiv:2406.12178v1 Announce Type: new
Abstract: Repetitive action counting quantifies the frequency of specific actions performed by individuals. However, existing action-counting datasets have limited action diversity, potentially hampering model performance on unseen actions. To address this issue, we propose a framework called First Cycle Annotated Repetitive Action Counting (FCA-RAC). This framework contains 4 parts: 1) a labeling technique that annotates each training video with the start and end of the first action cycle, along with the total action count. This technique …

abstract action arxiv cs.cv datasets diversity framework however issue performance type