CLIP Interrogator

CLIP Interrogator is an image-to-prompt tool for AI artists, designers, and prompt engineers who want to convert reference images into detailed text prompts for text-to-image models.

It combines BLIP captioning with CLIP phrase matching to produce richer prompt text than a basic caption alone:

• Generates a base caption from the image using BLIP
• Adds descriptive tags and style cues by matching the image against predefined phrases (“flavors”) with CLIP
• Produces prompt-ready text useful for tools like Stable Diffusion and Midjourney

Pricing: Free (open-source project by pharmapsychotic). Common ways to run it include the Hugging Face Space demo and local/ComfyUI or AUTOMATIC1111 integrations via GitHub.

Notable as a community-standard reverse-prompting workflow. The listing website clipinterrogator.org is an informational mirror that points to the Hugging Face app; staff may prefer pointing websiteUrl at the Hugging Face Space or GitHub instead (judgment — not changed in this proposal).