Post
2663
๐ Excited to Share Our Latest Work: In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer๏ฝ
๐จ Daily Paper:
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)
๐ Code is now open source!
๐ฅ Huggingface DEMO:
RiverZ/ICEdit
๐ Project Website: https://river-zhang.github.io/ICEdit-gh-pages/
๐ GitHub Repository: https://github.com/River-Zhang/ICEdit/blob/main/scripts/gradio_demo.py
๐ค Huggingface:
sanaka87/ICEdit-MoE-LoRA
๐ arxiv Paper:
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)
๐ฅ Why itโs cool:
- Achieves high-quality, multi-task image editing.
- Uses only 1% of the training parameters and 0.1% of the training data compared to existing methods โ extremely efficient
- Beats several commercial models on background preservation, ID control, and consistency
- Open-source, low-cost, faster, and stronger โ think of it as the โDeepSeek of image editingโ ๐
We also implemented a Gradio demo app, available directly in our GitHub repo! And we made a flashy demo video โ happy to send it your way!
๐จ Daily Paper:
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)
๐ Code is now open source!
๐ฅ Huggingface DEMO:
RiverZ/ICEdit
๐ Project Website: https://river-zhang.github.io/ICEdit-gh-pages/
๐ GitHub Repository: https://github.com/River-Zhang/ICEdit/blob/main/scripts/gradio_demo.py
๐ค Huggingface:
sanaka87/ICEdit-MoE-LoRA
๐ arxiv Paper:
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)
๐ฅ Why itโs cool:
- Achieves high-quality, multi-task image editing.
- Uses only 1% of the training parameters and 0.1% of the training data compared to existing methods โ extremely efficient
- Beats several commercial models on background preservation, ID control, and consistency
- Open-source, low-cost, faster, and stronger โ think of it as the โDeepSeek of image editingโ ๐
We also implemented a Gradio demo app, available directly in our GitHub repo! And we made a flashy demo video โ happy to send it your way!