Dynamical Systems Video Frames
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/BoyuanChen/neural-state-variables
下载链接
链接失效反馈官方服务：
资源简介：
该数据集包括五个动态系统的视频帧：反应扩散系统、单摆系统、双摆系统、摆杆系统和弹性摆系统，每个系统包含10万帧图像。数据集被划分为训练集、验证集和测试集，分别约占数据的80%、10%和10%。每个动态系统包含的帧数为10万帧。该数据集的任务是估计动态系统的自由度数量。
This dataset includes video frames from five dynamic systems: reaction-diffusion system, simple pendulum system, double pendulum system, pendulum-bar system, and elastic pendulum system. Each of these dynamic systems contains 100,000 image frames. The dataset is divided into training, validation, and test sets, which respectively account for approximately 80%, 10%, and 10% of the total dataset. Each dynamic system has 100,000 frames. The task of this dataset is to estimate the number of degrees of freedom of the dynamic systems.
提供机构：
Boyuan Chen et al.
