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syncere/tshirt_folding_20251111_B_wc20

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Hugging Face2025-12-10 更新2025-12-20 收录
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--- license: apache-2.0 tags: - robotics - lerobot - dataset --- # tshirt_folding_20251111_B_wc20 This is a LeRobot dataset containing robot demonstration data. ## Dataset Information - **Robot Type**: bi_piper - **Total Episodes**: 151 - **Total Frames**: 397326 - **Total Videos**: 755 - **FPS**: 30 - **Codebase Version**: v2.1 ## Cameras This dataset includes the following camera observations: - `left_fisheye` - `right_fisheye` - `center_realsense` - `left_realsense` - `right_realsense` ## Action Space The robot action space has **14** dimensions: 1. left_joint_1.pos 2. left_joint_2.pos 3. left_joint_3.pos 4. left_joint_4.pos 5. left_joint_5.pos 6. left_joint_6.pos 7. left_gripper.pos 8. right_joint_1.pos 9. right_joint_2.pos 10. right_joint_3.pos 11. right_joint_4.pos 12. right_joint_5.pos 13. right_joint_6.pos 14. right_gripper.pos ## Observation Space ### State The robot state has **14** dimensions: 1. left_joint_1.pos 2. left_joint_2.pos 3. left_joint_3.pos 4. left_joint_4.pos 5. left_joint_5.pos 6. left_joint_6.pos 7. left_gripper.pos 8. right_joint_1.pos 9. right_joint_2.pos 10. right_joint_3.pos 11. right_joint_4.pos 12. right_joint_5.pos 13. right_joint_6.pos 14. right_gripper.pos ### Images - **left_fisheye**: [480, 512, 3] - **right_fisheye**: [480, 512, 3] - **center_realsense**: [480, 512, 3] - **left_realsense**: [480, 512, 3] - **right_realsense**: [480, 512, 3] ## Tasks Total tasks: 1 ## Dataset Structure ``` tshirt_folding_20251111_B_wc20/ ├── 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/tshirt_folding_20251111_B_wc20") # 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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