vonexel/kit-motion-language

🕺🗣️ 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. 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

• _annotations.json # Natural language descriptions
• _meta.json # Metadata and source information
• _mmm.xml # Motion data in MMM format
• _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}
}