🔥[IJCAI 2022, Official Code] for paper "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向多主题场景的美学评估数据集、算法和benchmark.
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Updated
Nov 25, 2024 - Python
🔥[IJCAI 2022, Official Code] for paper "Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向多主题场景的美学评估数据集、算法和benchmark.
🔥[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向图像色彩主观美学评估的数据集、算法和benchmark.
🔥[ACMMM 2023, Official Code] for paper "EAT: An Enhancer for Aesthetics-Oriented Transformers". Official Weights and Demos provided. 目前是地表最强开源美学评估模型之一.
🔥[Information Fusion 2024, Official Code] for paper "Prompt-guided image color aesthetics assessment: Models, datasets and benchmarks". Official Weights and Demos provided. 首个多因素色彩美学评估数据集、算法和benchmark.
🔥[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
🔥[NIPS 2024, Official Code] for paper "Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个像素级曝光评估数据集、算法和benchmark.
[TCSVT 2024] Official code release of our paper "Towards Explainable Image Aesthetics Assessment With Attribute-Oriented Critiques Generation"
Codes of NIMA: An Image Aesthetics Assessment Algorithm in Pytorch
The first international standard for image aesthetics assessment metadata. 首个面向图像美学评估元数据的国际标准.
Code for the paper "IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models"
Datasets on Website Aesthetics for Machine Learning
[IJCAI 2024, Official Code] for paper "AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models". Official Weights and Demos provided. 首个利用IAA做大模型提示词筛选的工作.
Learning image aesthetics by learning inpainting
No-reference IQA/IAA metric
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