Multimodal Data Curation via Object Detection and Filter Ensembles. (arXiv:2401.12225v1 [cs.CV])

We propose an approach for curating multimodal data that we used for our entry in the 2023 DataComp competition filtering track. Our technique combines object detection and weak supervision-based ensembling. In the first of two steps in our approach,...