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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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Related projects

Piq

Measures and metrics for image2image tasks. PyTorch.

Awesome Image Quality Assessment

A comprehensive collection of IQA papers

Image Quality

artificial-intelligence

Image quality is an open source software library for Image Quality Assessment (IQA).

Q Bench

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

LIQE

blind-image-quality-assessment

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

GIQA

generative-adversarial-networks

Pytorch implementation of Generated Image Quality Assessment

No Reference Image Quality Assessment Using BRISQUE Model

computer-vision

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)

Video Quality Assessment A Comprehensive Survey

image-quality-assessment

The Most Comprehensive Survey of Video Quality Assessment to Date.

AGIQA 3k Database

ai-generated-images

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

DSL FIQA

computer-vision

DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer (CVPR 2024)