JoyAI Image Edit
SOTA Open-Source Image Editing Model
JoyAI Image Edit is a state-of-the-art open-source AI model for instruction-based image editing. Developed by JD's open-source vision team, it excels at text rendering, style transfer, and photo restoration.
What is JoyAI Image Edit?
JoyAI Image Edit is an advanced image editing model released by the JD open-source JoyAI team. It achieves strong results across multiple benchmarks and is designed for instruction-based image editing with natural language prompts.
What JoyAI Image Edit Can Do
JoyAI Image Edit excels at precise image modifications based on natural language instructions:
Text Editing
Accurately render, replace, or modify text within images while preserving style and context
Style Transfer
Transform image styles while maintaining content integrity and visual coherence
Photo Restoration
Restore and enhance old or damaged photos with impressive detail recovery
Instruction-Based Edits
Follow natural language instructions to make targeted changes without affecting the entire image
SOTA Benchmark Performance
JoyAI Image Edit achieves state-of-the-art scores across multiple image editing benchmarks:
| Model | Overall Score | Text Editing | Restoration |
|---|---|---|---|
| JoyAI-Image SOTA | 4.56 | 4.97 | 4.56 |
| Qwen-Image-Edit | 4.51 | 4.89 | 4.19 |
| FLUX.2 [Dev] | 4.35 | 4.88 | 4.43 |
How to Use JoyAI Image Edit Online
Get started with JoyAI Image Edit in three simple steps:
Upload an Image
Start by uploading the image you want to edit. JoyAI Image Edit works best with clear, high-quality images.
Write Your Edit Instruction
Describe what changes you want in natural language. Be specific about what to modify and what to preserve.
Example Instructions:
- Replace the text on the sign with 'Welcome' in the same font style
- Change the background to a sunset beach while keeping the person unchanged
- Remove the watermark from the corner of the image
Generate and Download
JoyAI Image Edit will process your instruction and produce an edited image. Download and iterate as needed.
Prompt Templates for Common Edits
Use these proven prompt structures for effective image editing:
Text Editing Prompts
JoyAI Image Edit excels at rendering and modifying text within images:
"Replace the store sign text with 'Grand Opening' in bold red letters""Change the headline from 'SALE' to 'NEW ARRIVAL' keeping the same style""Add the text '2026' below the logo in matching typography"Style Transfer Prompts
Transform image styles while preserving content:
"Convert this photo to an oil painting style while keeping all details""Apply anime style to the portrait, preserve facial features""Transform into vintage 1950s photography style"Bilingual (Chinese/English) Prompts
JoyAI Image Edit has strong bilingual capabilities for text rendering:
"Replace the English text with Chinese '欢迎光临' in matching style""Add both 'Welcome' and '欢迎' on the banner sign""Change the menu text to Chinese: '今日特价'"Bilingual capability is especially valuable for international marketing and localization projects.
Frequently Asked Questions
What makes JoyAI Image Edit different from other AI image editors?
JoyAI Image Edit is specifically optimized for instruction-based editing with exceptional text rendering capabilities. It achieves SOTA scores on multiple benchmarks and excels at preserving image context while making targeted changes based on natural language instructions.
Can JoyAI Image Edit handle both Chinese and English text?
Yes, JoyAI Image Edit has strong bilingual capabilities. It can accurately render, modify, and translate text in both Chinese and English within images, making it ideal for international content and localization projects.
What image formats are supported?
JoyAI Image Edit supports common image formats including JPEG, PNG, and WebP. For best results, use high-resolution images with clear subjects and legible text.
Is JoyAI Image Edit open source?
Yes, JoyAI Image Edit is an open-source model released by the JoyAI Team. The code and model weights are available on GitHub and Hugging Face for research and development purposes.
Can I use JoyAI Image Edit for commercial projects?
Yes, images edited with JoyAI Image Edit can be used for commercial purposes. Check the specific license terms on GitHub for detailed usage guidelines and attribution requirements.
How accurate is the text rendering?
JoyAI Image Edit achieves leading benchmark scores (4.97) for text editing accuracy. It can render text in matching styles, correct typos, and even translate text while maintaining visual consistency with the original image.
Ready to Edit Your Images?
Try JoyAI Image Edit now and transform your images with natural language instructions.
Start Editing