Paint by Text
4.70
0
Paint by Text lets users modify images with text prompts using advanced machine learning.
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:
- Go to the open-source website designed for modifying images using text-based instructions.
- Upload an image that you want to edit.
- Provide a text prompt describing how you want to change the image.
- Generate a new image based on the text prompt you provided.
- 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.
- This model, developed at the University of California, Berkeley, is hosted on Replicate's cloud API for running predictions.
- The website is built with Next.js and hosted on Vercel, utilizing Replicate's API to run the InstructPix2Pix model.
- 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.
Get started with Paint by Text
Paint by Text reviews
Elias Morrison
March 6, 2025
What do you like most about using Paint by Text?
The ability to modify images with just text prompts is incredibly intuitive. I can easily create variations of my artwork without needing advanced graphic design skills.
What do you dislike most about using Paint by Text?
Sometimes the processing can take a bit longer than expected, especially for complex prompts, but the results are usually worth the wait.
What problems does Paint by Text help you solve, and how does this benefit you?
It helps streamline my creative process by allowing me to visualize concepts quickly. I can generate multiple image variations for client projects without starting from scratch.
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Sofia Bennett
February 20, 2025
What do you like most about using Paint by Text?
I love how easy it is to use. The interface is straightforward, making it simple to upload images and see instant results based on my prompts.
What do you dislike most about using Paint by Text?
There are times when the model doesn't quite understand my prompt, leading to unexpected results. However, I think that’s part of the learning curve.
What problems does Paint by Text help you solve, and how does this benefit you?
It allows me to quickly generate concept art for my illustrations, saving time and expanding my creative options significantly.
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Yuki Tanaka
January 9, 2025
What do you like most about using Paint by Text?
The results are often stunning! The tool allows for a level of creativity that I didn’t think was possible with AI.
What do you dislike most about using Paint by Text?
Sometimes it takes a few attempts to get the desired output, but that's part of experimenting and learning how to phrase my prompts.
What problems does Paint by Text help you solve, and how does this benefit you?
It enhances my design workflow by enabling quick tweaks to existing images, which is essential for my graphic design projects.
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