③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
SigLIP-based Aesthetic Score Predictor
Collection of Aesthetics Assessment Papers for Graphic Designs.
Image Aesthetic Assessment in PyTorch with implemented popular datasets and models (possibly providing the pretrained ones).
Official PyTorch implementation of "Scaling Up Personalized Image Aesthetic Assessment via Task Vector Customization" (ECCV 2024)
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment
A repository for making an aesthetic prediction model based on the ConvneXt architecture.
Using Genetic Programming for Making a New Evolutionary Artwork, Based on Human-Computer Interactions for Autism Rehabilitation
Implementation of the paper "A novel approach to keypoint detection for the aesthetic evaluation of breast cancer surgery outcomes" by Tiago Gonçalves, Wilson Silva, Maria J. Cardoso and Jaime S. Cardoso.
Aesthetic quality assessment of movie trailers: scene detection → per-frame NIMA scoring → histogram features → linear SVM classifier. Correlated with IMDb audience ratings.
AI photographer for 360° videos — finds the best moments and angles, exports ready-to-share photos. Works with Insta360, GoPro Max, any equirectangular MP4.
Per-attribute diagnosis of how photographic aesthetics transfers (and fails) to art — linear probes on frozen DINOv2/CLIP/SigLIP2.
Modular aesthetic analysis tool for anime screenshots; scores frames across six dimensions with structured, queryable output.
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