Datasets:
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Add example dataset
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- .gitattributes +60 -0
- README.md +101 -0
- example/data/chunk-000/episode_000000.parquet +3 -0
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# Audio files - uncompressed
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README.md
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---
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license: apache-2.0
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task_categories:
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- robotics
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tags:
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- humanoid
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- vla
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- imitation-learning
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- unitree-g1
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- egocentric
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pretty_name: EgoHumanoid Sample Dataset (G1)
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size_categories:
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- n<1K
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---
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# EgoHumanoid · Sample G1 Dataset
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A small sample dataset collected on the **Unitree G1** humanoid platform, released alongside [**EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration**](https://arxiv.org/abs/2602.10106) for quick experimentation and fine-tuning.
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<p align="center">
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<a href="https://opendrivelab.com/EgoHumanoid/"><img alt="Project Page" src="https://img.shields.io/badge/Project-EgoHumanoid-1f6feb?style=for-the-badge"></a>
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<a href="https://github.com/OpenDriveLab/EgoHumanoid"><img alt="GitHub" src="https://img.shields.io/badge/Code-GitHub-181717?style=for-the-badge&logo=github"></a>
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<a href="https://arxiv.org/abs/2602.10106"><img alt="arXiv" src="https://img.shields.io/badge/Paper-arXiv-b31b1b?style=for-the-badge&logo=arxiv"></a>
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<a href="https://huggingface.co/datasets/OpenDriveLab/EgoHumanoid"><img alt="HF Dataset" src="https://img.shields.io/badge/Dataset-HuggingFace-ffd21e?style=for-the-badge&logo=huggingface"></a>
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</p>
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---
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## Overview
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This repository hosts a **sample subset** intended for:
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- Smoke-testing the EgoHumanoid training / inference pipeline
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- Fine-tuning a pretrained VLA policy on a small G1 task
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- Validating data loaders and the LeRobot-compatible storage format
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For the **full release** and broader documentation, please visit the project page and GitHub repository linked below.
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## Links
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| Resource | URL |
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| --- | --- |
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| Project Page | <https://opendrivelab.com/EgoHumanoid/> |
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| GitHub Repo | <https://github.com/OpenDriveLab/EgoHumanoid> |
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| Paper (arXiv)| <https://arxiv.org/abs/2602.10106> |
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## Dataset Structure
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```
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EgoHumanoid/
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└── example/
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├── data/
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│ └── chunk-000/
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│ └── episode_*.parquet # per-episode state / action trajectories
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├── meta/
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│ ├── info.json # schema & dataset metadata
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│ ├── modality.json # input / output modality definitions
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│ ├── episodes.jsonl # episode index
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│ ├── episodes_stats.jsonl # per-episode statistics
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│ └── tasks.jsonl # language task descriptions
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├── videos/ # egocentric RGB recordings
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└── norm_stats.json # normalization statistics for VLA training
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```
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The layout follows the **LeRobot v2** convention, so any LeRobot-compatible loader can read it out of the box.
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## Quick Start
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```python
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from huggingface_hub import snapshot_download
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local_dir = snapshot_download(
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repo_id="OpenDriveLab/EgoHumanoid",
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repo_type="dataset",
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allow_patterns="example/*",
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)
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print(f"Downloaded to: {local_dir}/example")
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```
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Or with the CLI:
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```bash
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hf download OpenDriveLab/EgoHumanoid --repo-type=dataset --local-dir ./EgoHumanoid
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```
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## Citation
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If you find this dataset useful, please cite the EgoHumanoid paper:
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```bibtex
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@article{shi2026egohumanoid,
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title={EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration},
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author={Shi, Modi and Peng, Shijia and Chen, Jin and Jiang, Haoran and Li, Yinghui and Huang, Di and Luo, Ping and Li, Hongyang and Chen, Li},
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journal={arXiv preprint arXiv:2602.10106},
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year={2026}
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}
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```
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## License
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Released under the **Apache 2.0** license.
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example/data/chunk-000/episode_000006.parquet
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oid sha256:2051ae444d3e6883976b83cc8353163faa3713a1f11dc2efda6325fb823f67c2
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