Dense Captioning

Dense captioning task both localizes and describes salient(most outstanding and important) regions in images in natural language. The dense captioning task generalizes object detection when the descriptions consist of a single word, and Image Captioning when one predicted region covers the full image.

Above is an example of dense captioning where each bounding box will correspond to a description (not just a class in classical object detection).