MHP stands for Multiple-Human Parsing, which is an image dataset for multi-person parsing. Each image in the dataset contains multiple people in natural scenes, and there are situations such as multiple person images interacting and occluding, so it is more suitable for practical applications. The dataset has fine-grained semantic annotations at the pixel level. The dataset can be used to research and develop new multi-person parsing models.