history_changelog.md

History of Changelog

• 💥 Jan 31, 2024. Add qalign for both NR and IAA. It is our most powerful unified metric based on large vision-language models, and shows remarkable performance and robustness. Refer Q-Align for more details. Use it with the following codes:

  qalign = create_metric('qalign').cuda()
  quality_score = qalign(input, task_='quality')
  aesthetic_score = qalign(input, task_='aesthetic')
  

• Jan 19, 2024. Add wadiqam_fr and wadiqam_nr. All implemented methods are usable now 🍻.
• Dec 23, 2023. Add liqe and liqe_mix. Thanks for the contribution from Weixia Zhang 🤗.
• Oct 09, 2023. Add datasets: PIQ2023, GFIQA. Add metric topiq_nr-face. We release example results on FFHQ here for reference.
• Aug 15, 2023. Add st-lpips and laion_aes. Refer to official repo at ShiftTolerant-LPIPS and improved-aesthetic-predictor
• Aug 05, 2023. Add our work TOPIQ with remarkable performance on almost all benchmarks via efficient Resnet50 backbone. Use it with topiq_fr, topiq_nr, topiq_iaa for Full-Reference, No-Reference and Aesthetic assessment respectively.
• March 30, 2023. Add URanker for IQA of under water images.
• March 29, 2023. 🚨 Hot fix of NRQM & PI.
• March 25, 2023. Add TreS, HyperIQA, CNNIQA, CLIPIQA.
• Sep 1, 2022. 1) Add pretrained models for MANIQA and AHIQ. 2) Add dataset interface for pieapp and PIPAL.
• June 3, 2022. Add FID metric. See clean-fid for more details.
• March 11, 2022. Add pretrained DBCNN, NIMA, and official model of PieAPP, paq2piq.
• March 5, 2022. Add NRQM, PI, ILNIQE metrics.
• Feb 2, 2022. Add MUSIQ inference code, and the converted official weights. See Official codes.

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