The Danbooru2018 dataset is released by the Kaggle platform and includes images of Japanese anime characters and corresponding label information. Labels are usually divided into copyright, role, author and other information. This dataset is collected by anime fans and is very targeted, making up for the application limitations caused by the rough description and classification of images in large datasets such as ImageNet.