---
license: mit
task_categories:
- text-to-3d
language:
- en
tags:
- art
pretty_name: kit-motion-language
size_categories:
- 10K<n<100K
---


# 🕺🗣️ KIT Motion-Language Dataset

**Disclaimer**: 🙏 I am not the original author of this dataset. All rights and credit belong to the creators at [KIT H²T](https://motion-annotation.humanoids.kit.edu). This upload is for accessibility purposes only.

## Dataset Description

This dataset contains **3,966 human motion sequences** with natural language annotations, collected to enable machine learning research in motion-language understanding.

### Key Features
- 🏃 Human motion data in C3D and MMM formats
- 📝 Natural language annotations
- 📊 Metadata with source information
- 🧮 Perplexity scores for annotations

## Dataset Structure
- <id>_annotations.json # Natural language descriptions
- <id>_meta.json # Metadata and source information
- <id>_mmm.xml # Motion data in MMM format
- <id>_raw.c3d # Raw motion capture data

## 📚 Citation
```
@article{Plappert2016,
    author = {Matthias Plappert and Christian Mandery and Tamim Asfour},
    title = {The {KIT} Motion-Language Dataset},
    journal = {Big Data},
    year = 2016,
    volume = {4},
    number = {4},
    pages = {236--252},
    doi = {10.1089/big.2016.0028}
}
```