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ImIR: Image-Instruction Tuning for All-in-One Image Restoration
ACCV 2026
Codeway AI Research
This repository contains the ImIR image-instruction mapper and LoRA adapter
release. The Qwen-Image-Edit-2511 backbone is downloaded separately:
https://huggingface.co/Qwen/Qwen-Image-Edit-2511
The ImIR inference implementation uses Hugging Face Diffusers, Transformers,
PEFT, Accelerate, and Safetensors. The backbone and dependencies retain their
respective licenses and notices. Inference code and its dependency attribution
are distributed in the separate ImIR code repository.
assets/teaser.png is the teaser figure from the ImIR paper. Rights to the
benchmark images shown in the figure remain with their respective owners.
The ImIR mapper and LoRA weights are released under the MIT License.
See LICENSE for the full license text.

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