Paint by Text

• Instruct-based image editing using natural language
• Remove or replace objects in a photo by typing text
• Change colors, textures, or style via descriptive prompts
• Uses the InstructPix2Pix model to perform edits
• Seamless image upload and preview via web interface
• Open-source codebase for transparency and extensibility
• Runs on a cloud backend for quick processing
• Exports final images for download once edited
• Simple and intuitive UI, accessible for users without design skills
• Lightweight, low-barrier to entry — no installation required

Paint by Text is an innovative AI-powered image editing tool that lets you modify your photos simply by writing what you want to change. Instead of using traditional photo editing tools, you upload an image to the Paint by Text web interface and type instructions like “remove the tree,” “make the sky pink,” or “add a futuristic building in the background.” The AI model understands your commands and applies them, generating a new image that reflects your vision.

At its core, Paint by Text uses a text-conditioned image editing model (InstructPix2Pix) to translate your natural language instructions into visual changes. This means you don’t need design experience — the AI does the heavy lifting of interpreting your text and modifying the pixels accordingly. The system supports inpainting; it can remove, move, or redraw elements in images based on your descriptions.

The user interface is clean and straightforward: you upload a photo, type your desired edits, and then submit. The AI processes your prompt and returns an updated image that reflects your changes. Once the edit completes, you can review the result and download the image if it meets your needs.

Because Paint by Text is open-source, it provides transparency around its design and model architecture. Developers can review its code or even deploy their own versions if needed. The service is hosted using cloud infrastructure, making it scalable and accessible for users without needing to install anything locally.

This tool is ideal for quick image fixes, creative experimentation, or even conceptual mockups. Whether you want to touch up personal photos, explore design ideas, or iterate on visual concepts, Paint by Text offers a low-friction way to manipulate images using language. It lowers the barrier between idea and reality by letting you simply describe what you want to see — and then seeing it happen.