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Counting Beyond Instances: A Benchmark for Group-Individual Object Counting

Wang, Rui et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Visual counting is commonly formulated at the instance level, aiming to estimate how many objects of a queried category appear in an image. However, real-world counting often involves higher-level semantic units formed by multiple instances, such as a bunch of grapes, a stack of plates, or a pair of
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