Paint by Text

What is Paint by Text?

Paint by Text is an innovative open-source website that allows users to modify images using text-based instructions. Users can upload an image, provide a text prompt describing how they want to alter the image, and generate new images based on the provided prompt. The image generation process is powered by InstructPix2Pix, a machine learning model developed at the University of California, Berkeley by Tim Brooks, Aleksander Holynski, and Alexei A. Efros. This model combines the knowledge from GPT-3 and Stable Diffusion to create a large dataset of image editing examples. The website is built using Next.js and hosted on Vercel, utilizing Replicate's cloud API to run predictions based on the InstructPix2Pix model. The source code for this project is available on GitHub, welcoming contributions via pull requests.

Who created Paint by Text?

Paint By Text was created by Tim Brooks, Aleksander Holynski, and Alexei A. Efros. The innovative image modification tool was launched on June 14, 2024. Tim Brooks is associated with the University of California, Berkeley, where this model was developed. Paint By Text utilizes the InstructPix2Pix model, combining the expertise of GPT-3 and Stable Diffusion to facilitate image editing through text prompts. The platform's operations are supported by Replicate, with the source code available on GitHub for public access and collaborative contributions.

Who is Paint by Text for?

• Artists
• Graphic designers
• Photographers
• Advertisers

How to use Paint by Text?

To use Paint By Text, follow these steps:

1. Go to the open-source website designed for modifying images using text-based instructions.
2. Upload an image that you want to edit.
3. Provide a text prompt describing how you want to change the image.
4. Generate a new image based on the text prompt you provided.
5. The image generation process is powered by InstructPix2Pix, an open-source machine learning model that combines knowledge from GPT-3 and Stable Diffusion to create a dataset of image editing examples.
6. This model, developed at the University of California, Berkeley, is hosted on Replicate's cloud API for running predictions.
7. The website is built with Next.js and hosted on Vercel, utilizing Replicate's API to run the InstructPix2Pix model.
8. The source code is publicly available on GitHub for further exploration and contributions.

By following these steps, you can effectively utilize Paint By Text to create unique image edits using text-based instructions.