TRECVID
ImagesVideos
TRECVID is a yearly set of competitions centered on video retrieval and indexing, hosting a variety of video data sets.
Source: YouTube-BoundingBoxes: A Large High-PrecisionHuman-Annotated Data Set for Object Detection in Video Image Source: https://www-nlpir.nist.gov/projects/tv2016/tv2016.html