CityPersons Urban Pedestrian Recognition Dataset

CityPersons is a subset of the Cityscapes dataset that only contains person annotations. The dataset contains 2,975 images for training, 500 images for validation, and 1,575 images for testing. There are an average of 7 pedestrians in each image, and annotations of the visible area and the whole body are provided.