CityPersons 是 Cityscapes 数据集的一个子集，只包含人物标注。该数据集包含 2,975 张用于训练的图片，500 用于验证的图片和 1,575 张用于测试的图片。每张图片中平均有 7 个行人，并提供了可见区域和全身的标注。

Citation

@INPROCEEDINGS{Shanshan2017CVPR, Author = {Shanshan Zhang and Rodrigo Benenson and Bernt Schiele}, Title = {CityPersons: A Diverse Dataset for Pedestrian Detection}, Booktitle = {CVPR}, Year = {2017} } @INPROCEEDINGS{Cordts2016Cityscapes, title={The Cityscapes Dataset for Semantic Urban Scene Understanding}, author={Cordts, Marius and Omran, Mohamed and Ramos, Sebastian and Rehfeld, Timo and Enzweiler, Markus and Benenson, Rodrigo and Franke, Uwe and Roth, Stefan and Schiele, Bernt}, booktitle={Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2016} }