VQD: Visual Query Detection in Natural Scenes
We propose Visual Query Detection (VQD), a new visual grounding task. In VQD, a system is guided by natural language to localize a variable number of objects in an image. VQD is related to visual referring expression recognition, where the task is to localize only one object. We describe the first dataset for VQD and we propose baseline algorithms that demonstrate the difficulty of the task compared to referring expression recognition.
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Datasets
VQDv1
MS COCO
Visual Question Answering
RefCOCO
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