SigLIP-based Aesthetic Score Predictor
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Updated
May 28, 2024 - Python
SigLIP-based Aesthetic Score Predictor
A Collection of Low Level Vision Research Groups
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作
[TMM-2024] Pytorch implementation of "Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics".
Fei Gao's Homepage
Harmonics' Radius Index (HRI95) is a full-reference image quality index based harmonic structures of the images for the comparison super-resolution models. This version is the newest one.
[ECCV 2022] We investigated a broad range of neural network elements and developed a robust perceptual similarity metric. Our shift-tolerant perceptual similarity metric (ST-LPIPS) is consistent with human perception and is less susceptible to imperceptible misalignments between two images than existing metrics.
Official implementation of our IEEE Access paper (2024), ZEN-IQA: Zero-Shot Explainable and No-Reference Image Quality Assessment with Vision Language Model
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
Harmonics' Radius Index (HRI95) is a full-reference image quality index based harmonic structures of the images for the comparison super-resolution models.
Measures and metrics for image2image tasks. PyTorch.
A comprehensive collection of IQA papers
[NeurIPS'2022] "Video compression dataset and benchmark of learning-based video-quality metrics", A. Antsiferova, S. Lavrushkin, M. Smirnov, A. Gushchin, D. S. Vatolin, and D. Kulikov
Official implementation of the Fréchet Radiomics Distance.
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
[ICME2024, Official Code] for paper "Bringing Textual Prompt to AI-Generated Image Quality Assessment"
Tasks for Advanced Machine Learning Technologies Course @ ITMO University.
③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.
Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment
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