Add dataset card with v3.0 version tag information and usage instructions
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README.md
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---
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license: mit
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task_categories:
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- robotics
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tags:
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- robotics
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- lerobot
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- imitation-learning
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- cable-untangling
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- yaskawa
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pretty_name: Yaskawa Cable Untangling Dataset (Small)
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size_categories:
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- 10K<n<100K
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---
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# Yaskawa Cable Untangling Dataset (Small)
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This is a smaller version of the Yaskawa cable untangling dataset containing 3 episodes. This dataset is useful for testing and development. For the full dataset with 50 episodes, see [chocolat-nya/yaskawa-untangle-20260309-144410](https://huggingface.co/datasets/chocolat-nya/yaskawa-untangle-20260309-144410).
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## Dataset Details
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- **Total Episodes**: 3
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- **Total Frames**: 14,889
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- **Robot**: Yaskawa 7-axis manipulator
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- **Task**: Cable untangling task
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- **Collection Method**: Direct teaching (teleoperation)
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- **FPS**: 30
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- **Duration**: ~30 seconds per episode
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- **LeRobot Version**: v3.0
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## Observations
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### State (7-DOF joint angles)
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- `axis_0` to `axis_6`: Joint angles in degrees
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### Images (3 cameras)
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- **observation.images.realsense**: Intel RealSense D435I RGB camera (on-hand)
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- **observation.images.fixed_cam1**: Fixed USB Camera 1 (L-837)
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- **observation.images.fixed_cam2**: Fixed USB Camera 2 (L-837)
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All images are 640x480 pixels, H.264 encoded.
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## Actions
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The actions represent the target joint angles for the next timestep:
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- `action_0` to `action_6`: Target joint angles in degrees
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## Usage
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### Loading the Dataset
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```python
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from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
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# Load the dataset from Hugging Face Hub
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dataset = LeRobotDataset("chocolat-nya/yaskawa-untangle-dataset")
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print(f"Total episodes: {dataset.num_episodes}") # 3
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print(f"Total frames: {len(dataset)}") # 14,889
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# Access a specific episode
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episode_0 = dataset.episode(0)
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# Get a single frame
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frame = dataset[0]
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print(frame.keys()) # ['action', 'observation.state', 'observation.images.realsense', ...]
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```
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### Training with LeRobot
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Quick test training with this smaller dataset:
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```bash
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lerobot-train \
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--dataset.repo_id=chocolat-nya/yaskawa-untangle-dataset \
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--policy.type=act \
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--output_dir=outputs/train/yaskawa-untangle-test \
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--job_name=yaskawa-untangle-test \
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--policy.device=cuda \
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--steps=10000
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```
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### Version Tag
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This dataset is tagged with `v3.0` (LeRobot codebase version).
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## Data Collection Setup
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### Hardware
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- **Robot**: Yaskawa 7-axis manipulator
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- **Cameras**:
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- Intel RealSense D435I (mounted on robot hand)
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- 2x USB Camera L-837 (fixed viewpoints)
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- **Control**: Direct teaching mode (30 seconds per episode)
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### Camera Configuration
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- RealSense RGB: `/dev/video6`
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- Fixed Camera 1: `/dev/video8`
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- Fixed Camera 2: `/dev/video12`
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## Related Datasets
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- **Full Dataset (50 episodes)**: [chocolat-nya/yaskawa-untangle-20260309-144410](https://huggingface.co/datasets/chocolat-nya/yaskawa-untangle-20260309-144410)
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## Citation
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If you use this dataset in your research, please cite:
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```bibtex
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@dataset{yaskawa_untangle_2026,
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title={Yaskawa Cable Untangling Dataset},
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author={chocolat-nya},
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year={2026},
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publisher={Hugging Face},
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howpublished={\url{https://huggingface.co/datasets/chocolat-nya/yaskawa-untangle-dataset}}
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}
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```
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## License
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MIT License
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