SoccerDB Video Understanding Dataset

SoccerDB is a football video database containing 171,191 video clips from 346 high-quality football matches. The database contains 702,096 bounding boxes, 37,709 basic event annotations with temporal boundaries, and 17,115 highlight clip annotations. The dataset can be used for object detection, action recognition, temporal action localization, and highlight clip detection tasks.