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Awesome Quality Assessment

7 repositories

[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.

Jupyter Notebook 337 33 Updated Aug 12, 2024

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

Jupyter Notebook 275 28 Updated Aug 12, 2024

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

Python 2,271 188 Updated Feb 12, 2025

[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)

Python 209 41 Updated Nov 22, 2022

A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Asses…

Python 121 14 Updated Apr 12, 2022

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

Python 214 12 Updated Jan 10, 2025

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

Python 368 24 Updated Aug 12, 2024