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IQA-PyTorch

?️ ?️ ?PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

blind-image-quality-assessment image-aesthetic-assessment image-quality-assessment iqa ms-ssim psnr python pytorch pytorch-implementation ssim

Creat：2021-11-28T21:30:54

Update：2025-03-26T16:48:05

https://iqa-pytorch.readthedocs.io/

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[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

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Implementation of the paper "No Reference Image Quality Assessment in the Spatial Domain" by A Mittal et al. in OpenCV (using both C++ and Python)

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The Most Comprehensive Survey of Video Quality Assessment to Date.

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[IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment