Shuai He's repositories
TANet-image-aesthetics-and-quality-assessment
[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.
Image-Color-Aesthetics-and-Quality-Assessment
[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.
Image-Aesthetics-and-Quality-Assessment
[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.
IAA_Tutorial
实验室【外部】美学课题组入门学习材料，加入课题组后，会有更详细的内部学习资料。
Champion-Solution-for-CVPR-NTIRE-2024-Quality-Assessment-on-AIGC
[1st Official Code] Quality Assessment for AI-Generated Content - Track 1: Image AIGC内容质量评估冠军方案
ITU-Standard-for-IAA
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.
Long-Tail-image-aesthetics-and-quality-assessment
[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
Gomoku_IOS-ELM_master
A Python implementation AZ-style-Gomoku with OS-ELM
AK4Prompts
This repository is the official implementation of "AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models"
EverybodyDanceNow
Motion Retargeting Video Subjects, Modified Colab Version by stanleyshly
learnopencv
Learn OpenCV : C++ and Python Examples
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
M2Beats
Official code for IJCAI 2024 paper: M2Beats: When Motion Meets Beats in Short-form Videos
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
SPAQ
Official SPAQ & Implementation
view-finding-network
A deep ranking network that learns to find good compositions in a photograph.