img2prompt

Methexis-Inc/img2prompt is an easy-to-use tool that creates text prompts based on images to help generate new visuals.

This innovative tool is specifically designed to work well with stable-diffusion and utilizes a model known as clip ViT-L/14. Essentially, what it does is take an image you provide and generate a descriptive text prompt that is closely aligned with it. This process is all made possible by the open-source CLIP Interrogator notebook, which was developed by @pharmapsychotic. By leveraging OpenAI’s CLIP models, it identifies various artistic styles, mediums, and techniques that correspond to the image.

The magic happens when the tool combines its findings with captions generated by BLIP. This collaboration results in a custom text prompt that can be used to create new images that share similar characteristics as the original. This feature is especially handy for artists and creators who want to explore new ideas based on their existing visuals.

If you're looking to use this tool, you can access it through an API, and there’s also a GitHub repository available for those curious about the technical details and licensing. Plus, you won’t have to wait long for results—predictions are typically ready in about 24 seconds, thanks to the powerful Nvidia T4 GPU hardware it operates on.