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Count-Anything
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This method uses Segment Anything and CLIP to ground and count any object that matches a custom text prompt, without requiring any point or box annotation.
GL-RG
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The code of IJCAI22 paper "GL-RG: Global-Local Representation Granularity for Video Captioning".