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---
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license:
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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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- tactile
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---
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# π¦ FreeTacman
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## Robot-free Visuo-Tactile Data Collection System for Contact-rich Manipulation
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## π― Overview
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This dataset supports the paper **[FreeTacman: Robot-free Visuo-Tactile Data Collection System for Contact-rich Manipulation](http://arxiv.org/abs/2506.01941)**. It contains a large-scale, high-precision visuo-tactile manipulation dataset with over 3000k visuo-tactile image pairs, more than 10k trajectories across 50 tasks.
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Please refer to our π [Website](http://opendrivelab.com/freetacman) | π [Paper](http://arxiv.org/abs/2506.01941) | π οΈ [Hardware Guide](https://docs.google.com/document/d/1Hhi2stn_goXUHdYi7461w10AJbzQDC0fdYaSxMdMVXM/edit?addon_store&tab=t.0#heading=h.rl14j3i7oz0t) | πΊ [Video](https://opendrivelab.github.io/FreeTacMan/landing/FreeTacMan_demo_video.mp4) | π [X](https://x.com/OpenDriveLab/status/1930234855729836112) for more details.
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## π Dataset Structure
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The dataset is organized into 50 task categories, each containing:
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- **Video files**: Synchronized video recordings from the wrist-mounted and visuo-tactile cameras for each demonstration.
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- **Trajectory files**: Detailed 3D tracking data for TCP and gripper distance.
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## π§Ύ Data Format
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### Video Files
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- **Format**: MP4
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- **Views**: Wrist-mounted camera and visuo-tactile camera perspectives per demonstration
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### Trajectory Files
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Each trajectory file contains the following data columns:
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#### Timestamp
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- `timestamp` - Unix Timestamp
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#### Tool Center Point (TCP) Data
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- `TCP_pos_x`, `TCP_pos_y`, `TCP_pos_z` - TCP 3D position (mm)
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- `TCP_euler_x`, `TCP_euler_y`, `TCP_euler_z` - TCP orientation (Euler angles in degrees)
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- `quat_w`, `quat_x`, `quat_y`, `quat_z` - TCP orientation (quaternion representation)
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#### Gripper Data
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- `gripper_distance` - Gripper opening distance (mm)
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All positional data is measured in millimeters (mm), and orientation angles are in degrees.
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## π Citation
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If you use this dataset in your research, please cite:
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```bibtex
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@article{wu2025freetacman,
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title={Freetacman: Robot-free visuo-tactile data collection system for contact-rich manipulation},
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author={Wu, Longyan and Yu, Checheng and Ren, Jieji and Chen, Li and Jiang, Yufei and Huang, Ran and Gu, Guoying and Li, Hongyang},
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journal={arXiv preprint arXiv:2506.01941},
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year={2025}
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}
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```
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## πΌ License
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This dataset is released under the Apache 2.0 License. See LICENSE file for details.
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## π§ Contact
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For questions or issues regarding the dataset, please contact: Longyan Wu (im.longyanwu@gmail.com)
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