Thanks to visit codestin.com
Credit goes to github.com

Skip to content

Official code for IJCAI 2024 paper: M2Beats: When Motion Meets Beats in Short-form Videos

License

Notifications You must be signed in to change notification settings

mRobotit/M2Beats

Repository files navigation

M2Beats

Official code for IJCAI 2024 paper: M2Beats: When Motion Meets Beats in Short-form Videos

环境安装步骤

推荐环境

Linux conda python 3.9

1.在pytorch官网选择适合自己的pytorch<2的版本

https://pytorch.org/get-started/locally/

参考安装命令:

conda install pytorch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.7 -c pytorch -c nvidia

2.安装mmpose全家桶

pip install -U openmim mim install "mmcv==2.1.0" mim install mmdet mim install mmpose

3.其他组件

moviepy

mir_eval

下载checkpoint和视频

checkpoint链接:

视频链接:

路径: M2Beats/checkpoint/

wild video测试

修改demo.py中12-13行的movie_path和music_path为自己的视频和音乐

python demo.py

训练

数据集制作

python make_dataset.py

训练模型

python train.py

评估模型精度

python test.py

Related Work from Our Group

🎁 Projects 📚 Publication 🌈 Content ⭐ Stars
Attacker Against IAA Model【美学模型的攻击和安全评估框架】 TIP 2025 Code, Dataset Stars
Personalized Aesthetics Assessment【个性化美学评估新范式】 CVPR 2025 Code, Dataset Stars
Pixel-level image exposure assessment【首个像素级曝光评估】 NIPS 2024 Code, Dataset Stars
Long-tail solution for image aesthetics assessment【美学评估数据不平衡解决方案】 ICML 2024 Code Stars
CLIP-based image aesthetics assessment【基于CLIP多因素色彩美学评估】 Information Fusion 2024 Code, Dataset Stars
Compare-based image aesthetics assessment【基于对比学习的多因素美学评估】 ACMMM 2024 Code Stars
Image color aesthetics assessment【首个色彩美学评估】 ICCV 2023 Code, Dataset Stars
Image aesthetics assessment【通用美学评估】 ACMMM 2023 Code Stars
Theme-oriented image aesthetics assessment【首个多主题美学评估】 IJCAI 2022 Code, Dataset Stars
Select prompt based on image aesthetics assessment【基于美学评估的提示词筛选】 IJCAI 2024 Code Stars
Motion rhythm synchronization with beats【动作与韵律对齐】 IJCAI 2024 Code, Dataset Stars
Champion Solution for AIGC Image Quality Assessment【NTIRE AIGC图像质量评估赛道冠军】 CVPRW NTIRE 2024 Code Stars

About

Official code for IJCAI 2024 paper: M2Beats: When Motion Meets Beats in Short-form Videos

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •  

Languages