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syncere/lume05_block_20251129

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Hugging Face2025-11-30 更新2025-12-20 收录
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资源简介:
--- license: apache-2.0 tags: - robotics - lerobot - dataset --- # lume05_block_20251129 This is a LeRobot dataset containing robot demonstration data. ## Dataset Information - **Robot Type**: lume_arm - **Total Episodes**: 200 - **Total Frames**: 136880 - **Total Videos**: 200 - **FPS**: 30 - **Codebase Version**: v2.1 ## Cameras This dataset includes the following camera observations: - `center` ## Action Space The robot action space has **7** dimensions: 1. J1.pos 2. J2.pos 3. J3.pos 4. J4.pos 5. J5.pos 6. J6.pos 7. gripper.pos ## Observation Space ### State The robot state has **13** dimensions: 1. J1.pos 2. J1.vel 3. J2.pos 4. J2.vel 5. J3.pos 6. J3.vel 7. J4.pos 8. J4.vel 9. J5.pos 10. J5.vel 11. J6.pos 12. J6.vel 13. gripper.pos ### Images - **center**: [480, 640, 3] ## Tasks Total tasks: 1 ## Dataset Structure ``` lume05_block_20251129/ ├── meta/ │ ├── info.json # Dataset metadata │ ├── episodes.jsonl # Episode information │ ├── tasks.jsonl # Task definitions │ └── episodes_stats.jsonl # Episode statistics ├── data/ │ └── chunk-000/ # Parquet files with observation/action data └── videos/ └── chunk-000/ # Video files for each camera ``` ## Usage ```python from lerobot.common.datasets.lerobot_dataset import LeRobotDataset # Load the dataset dataset = LeRobotDataset("syncere/lume05_block_20251129") # Access episodes for episode_idx in range(dataset.num_episodes): episode = dataset[episode_idx] # Process episode... ``` ## Citation If you use this dataset in your research, please cite the LeRobot project: ```bibtex @software{lerobot, author = {Cadene, Remi and Alibert, Simon and Soare, Alexander and Gallouédec, Quentin and Zouitine, Adil and Wolf, Thomas}, title = {LeRobot: State-of-the-art Machine Learning for Real-World Robotics}, url = {https://github.com/huggingface/lerobot}, year = {2024} } ```
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