DeepDanbooru is an anime-style image tag estimation system that uses TensorFlow to train and deploy a deep learning model for multi-label classification. Users can estimate tags on images via a web demo or train custom models on Danbooru datasets. The project provides CLI tools for creating training projects, downloading tags from Danbooru, and training models.