🔥[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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Sep 25, 2025 - Python
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🔥[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.
[ICML2026 Spotlight] UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
benchmark dataset iqa iaa image-understanding image-quality-assessment image-aesthetics-assessment ista mllm image-structure-and-texture-assessment
🔥[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.
pytorch iqa iaa image-quality-assessment image-aesthetics-assessment image-color-aesthetics-assessment
🔥[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.
pytorch iaa image-quality-assessment image-aesthetics-assessment pixel-level-image-exposure-assessment image-exposure-assessment
🔥[CVPR 2025 Highlight, Official Code] for paper "Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification". Official Weights and Demos provided. 个性化美学评估、形体评估新范式.
Intel accelerators user library for Go
🔥[IJCV 2026, Official Code] for paper “Rethinking Long-Tail for Image Aesthetics Assessment”. ELTA 2.0 employs an aesthetics-guided Text-to-Image model to generate new data to solve long-tail issue. 利用文生图模型解决IAA中的长尾问题。
No-reference IQA/IAA metric
openFrameworks, inter app audio, audiobus, ios
A local short-drama IAA operations workbench with legacy and v2 sites, Feishu plug-in, macOS source edition, and provider-neutral workflow primitives
IAA Hackathon 2017 Safe notify system
Chuo-GPA — Tanzanian university GPA/CGPA engine (UDSM, UDOM, IAA) as reusable npm packages.
LLM evaluation infrastructure — IAA workbench, LLM-as-a-judge harness, output drift detection, multi-model cost routing. Powers chat.raweval.com.
Generate controlled synthetic annotator disagreement before real reviewer data is collected.
data generator simulation test calibration reviewer annotator synthetic inter-annotator-agreement synthetic-data iaa ai-evaluation evals disagreement auraone evaluation-quality
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