NWPU-Crowd consists of 5,109 images, in a total of 2,133,375 annotated heads with points and boxes. Compared with other real-world datasets, it contains various illumination scenes and has the largest density range (0~20,033).

Source: NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization

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