Algolzw/daclip-uir
A PyTorch implementation of DA-CLIP, a vision-language model controller for universal image restoration across diverse degradation types.
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DA-CLIP controls pre-trained vision-language models to perform all-in-one image restoration tasks including deblurring, dehazing, denoising, deraining, desnowing, and shadow removal. The approach leverages CLIP-based guidance and diffusion models to handle diverse degradation types with a single unified model, achieving strong results on the NTIRE 2024 Restore Any Image Model challenge.
Frequently asked
- What is Algolzw/daclip-uir?
- A PyTorch implementation of DA-CLIP, a vision-language model controller for universal image restoration across diverse degradation types.
- Is daclip-uir open source?
- Yes — Algolzw/daclip-uir is open source, released under the MIT license.
- What language is daclip-uir written in?
- Algolzw/daclip-uir is primarily written in Python.
- How popular is daclip-uir?
- Algolzw/daclip-uir has 814 stars on GitHub.
- Where can I find daclip-uir?
- Algolzw/daclip-uir is on GitHub at https://github.com/Algolzw/daclip-uir.