TV100: A TV Series Dataset that Pre-Trained CLIP Has Not Seen

arXiv:2404.12407v1 Announce Type: cross
Abstract: The era of pre-trained models has ushered in a wealth of new insights for the machine learning community. Among the myriad of questions that arise, one of paramount importance is: 'Do pre-trained models possess comprehensive knowledge?' This paper seeks to address this crucial inquiry. In line with our objective, we have made publicly available a novel dataset comprised of images from TV series released post-2021. This dataset holds significant potential for use in various research …

arxiv clip cs.cv cs.lg dataset series type