Authors: Chen Xing, Mingfei Gao, Donald Rose TL;DR: Most AI object detection methods work only on limited object categories, due to the human effort required for bounding-box annotations of training data. We developed a new method that automatically generates pseudo bounding-box annotations of diverse objects from large-scale image-caption pairs,