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ISPDiffuser

This is the official employment of "ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency"

Install / Use

/learn @RenYangSCU/ISPDiffuser
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

ISPDiffuser

This is the official employment of "ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency"

Inferece

  1. Download the checkpoint of ZRR dataset and MAI dataset from Baidu Netdisk or GoogleDrive, and put them into ckpt floder.

  2. Download ZRR dataset and MAI dataset. MAI dataset can be download in Baidu Netdisk or GoogleDrive.

  3. Change the dataset dir in configs/MAI_dataset.yml and configs/ZRR_dataset.yml

  4. Run python evaluate.py --config path_to_ISPDiffuser/configs/MAI_dataset.yml

Related Skills

View on GitHub
GitHub Stars30
CategoryEducation
Updated1mo ago
Forks5

Languages

Python

Security Score

75/100

Audited on Mar 10, 2026

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