Caption Booru [better] [ 90% Ultimate ]

If you are looking to "write text" for Booru-style image captions—often used for organizing image galleries or training AI models—you generally have two paths: (Booru style) or Natural Language (Captions). 1. Booru-Style Tagging

This process is often called "captioning" or "interrogation." The goal is to generate captions or prompts that accurately describe the image, using either the tag list or the image itself. This is where the battle between two competing philosophies emerges, echoing the tag vs. caption debate. Caption Booru

This paper proposes Caption Booru, an open, privacy-aware platform for collecting, curating, and evaluating image captions at scale. Caption Booru combines moderated community contribution, automated captioning models, and structured metadata to create a searchable dataset for research and application in multimodal AI. We present system design, dataset schema, moderation policy, model-in-the-loop curation, evaluation methodology, and initial experimental results. If you are looking to "write text" for