ICEdit: Instructional AI-Powered Image Editing, Redefined
Transform your images in seconds with natural language. ICEdit brings contextual, precision editing to your fingertips—no design skills needed.
What Is ICEdit?
ICEdit (Instructional Contextual Edit) is an open-source, instruction-based AI image editing framework that enables users to perform precise, context-aware modifications on images using simple natural language commands. Built on a compact 200M-parameter LoRA-MoE hybrid model, ICEdit interprets your instructions, maintains compositional integrity, and delivers professional-quality edits in approximately 9 seconds per image. Whether you're a designer, marketer, educator, or developer, ICEdit puts powerful AI-driven editing tools at your fingertips—no manual masking or complex software skills required.
How It Works
ICEdit introduces a revolutionary in-context generation pipeline. Here's how it operates under the hood:
Prompt Interpretation
ICEdit parses your instruction—be it "remove the lamp" or "turn sky orange"—and identifies the target region based on context.
LoRA-MoE Tuning
Low-Rank Adaptation (LoRA) meets Mixture-of-Experts (MoE) layers to balance precision with model capacity, ensuring detailed edits.
Context Token Fusion
Surrounding pixel embeddings are integrated to maintain composition flow.
Dynamic Inference Scaling
ICEdit allocates computation adaptively, prioritizing high-detail areas for faster output.
Output Refinement
A final pass smooths transitions, matches color tones, and retains realism.
Frequently Asked Questions
Find answers to common questions about ICEdit.
Get Started Now with ICEdit
ICEdit is ready to power your next project. Try it free, explore the code, and see how easy image editing can be with AI.
➡️ **Transform your images with ICEdit today!** * [Try the Demo](#view-demo-cta) * [Explore on GitHub](https://github.com/River-Zhang/ICEdit) * [Read the Docs](https://river-zhang.github.io/ICEdit-gh-pages/)