Paint by Text is a website that allows you to edit your photos using written instructions, with the help of an AI. You can upload an image, type a text prompt describing how you want to change it, and generate new images based on your prompt. For example, you can add a hat, change the color, or remove an object from your photo.
The website uses InstructPix2Pix, an open-source machine learning model that combines the knowledge from GPT-3 and Stable Diffusion to generate a large dataset of image editing examples. This model was created by researchers at the University of California, Berkeley, and is hosted on Replicate, a platform for running machine learning models in the cloud.
Paint by Text is built with Next.js and hosted on Vercel, and uses Replicate's API to run the InstructPix2Pix model. The source code of the website is publicly available on GitHub, and anyone can contribute to improve it. Paint by Text is a fun and easy way to unleash your creativity and transform your photos with text.
Pros
- It is a fun and creative way to modify images by chatting with a generative AI model.
- It is powered by Replicate, a platform for running machine learning models in the cloud.
- It uses InstructPix2Pix, an open-source machine learning model that generates images from text.
- It is hosted on Vercel, a platform for running web apps.
- It is free and easy to use.
Cons
- It may not always produce realistic or accurate results.
- It may not support all kinds of image formats or sizes.
- It may have ethical or legal implications if used for malicious purposes.
- It may consume a lot of computational resources and bandwidth.
- It may not be compatible with some browsers or devices.
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