infinite-dataset-hub/HumanMovementDataset

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# HumanMovementDataset

tags: kinematics, sports, analysis

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'HumanMovementDataset' is a curated collection of high-resolution videos depicting various athletes performing kinematic movements in sports such as basketball, soccer, and gymnastics. Each video is annotated with keyframes and corresponding kinematic labels that describe the athlete's actions and movements. The dataset is intended for research in human motion analysis and could be used to train machine learning models for activity recognition and sports analytics.

**CSV Content Preview:**

```csv
filename,timestamp,x,y,z,label
athlete_walking_basketball_001.mp4,00:00:01,0.5,1.2,0.7,Running
athlete_jumping_soccer_002.mp4,00:00:03,1.0,1.4,0.9,Jumping
gymnast_floor_exercise_003.mp4,00:00:02,0.6,1.1,0.8,Floor Exercise
basketball_dunk_004.mp4,00:00:04,1.2,1.5,1.0,Dunking
gymnast_vault_005.mp4,00:00:03,0.7,1.3,1.1,Vaulting
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'human':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=human&dataset=HumanMovementDataset&tags=kinematics,+sports,+analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub

---
许可证：MIT
标签：
- 无限数据集中心（Infinite Dataset Hub）
- 合成数据集
---

# 人类运动数据集（HumanMovementDataset）

标签：运动学（kinematics）、体育、分析

*注意：本数据集由AI生成，其内容可能存在不准确或错误之处*

**数据集说明：**
人类运动数据集（HumanMovementDataset）是经过精心整理的高分辨率视频集合，涵盖篮球、足球、体操等体育项目中运动员完成各类运动学动作的画面。每个视频均标注有关键帧及对应的运动学标签，用于描述运动员的动作与运动状态。本数据集面向人体运动分析相关研究，可用于训练用于活动识别与体育分析的机器学习模型。

**CSV内容预览：**
csv
filename,timestamp,x,y,z,label
athlete_walking_basketball_001.mp4,00:00:01,0.5,1.2,0.7,Running
athlete_jumping_soccer_002.mp4,00:00:03,1.0,1.4,0.9,Jumping
gymnast_floor_exercise_003.mp4,00:00:02,0.6,1.1,0.8,Floor Exercise
basketball_dunk_004.mp4,00:00:04,1.2,1.5,1.0,Dunking
gymnast_vault_005.mp4,00:00:03,0.7,1.3,1.1,Vaulting

**数据集来源：**
本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与Microsoft/Phi-3-mini-4k-instruct模型，基于查询词"human"生成：
- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=human&dataset=HumanMovementDataset&tags=kinematics,+sports,+analysis
- **模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub