Danbooru2021: A Large-Scale Crowdsourced & Tagged Anime Illustration Dataset Danbooru2021 is a large-scale anime image database with 4.9m+ images annotated with 162m+ tags; it can be useful for machine learning purposes such as image recognition and generation. Deep learning for computer revision relies on large annotated datasets. Classification/categorization has benefited from the creation of I