Introduced by Zhang et al. in CityPersons: A Diverse Dataset for Pedestrian Detection

The CityPersons dataset is a subset of Cityscapes which only consists of person annotations. There are 2975 images for training, 500 and 1575 images for validation and testing. The average of the number of pedestrians in an image is 7. The visible-region and full-body annotations are provided.

Source: NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing


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