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- ---
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- license: cc-by-nc-sa-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ # πŸ“¦ FreeTacman
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+ ## Robot-free Visuo-Tactile Data Collection System for Contact-rich Manipulation
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+
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+
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+ ## 🎯 Overview
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+
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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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+ ![FreeTacMan System Overview](https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/FreeTacMan/task/datasetweb.png)
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+ Please refer to our πŸš€ [Website](http://opendrivelab.com/freetacman) | πŸ“„ [Paper](http://arxiv.org/abs/2506.01941) | πŸ› οΈ [Hardware Guide](https://docs.google.com/document/d/1Hhi2stn_goXUHdYi7461w10AJbzQDC0fdYaSxMdMVXM/edit?addon_store&tab=t.0#heading=h.rl14j3i7oz0t) | πŸ“Ί [Video](https://opendrivelab.github.io/FreeTacMan/landing/FreeTacMan_demo_video.mp4) | 🌐 [X](https://x.com/OpenDriveLab/status/1930234855729836112) for more details.
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+
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+ ## πŸ“‚ Dataset Structure
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+
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+ The dataset is organized into 50 task categories, each containing:
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+
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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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+
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+
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+ ## 🧾 Data Format
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+
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+ ### Video Files
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+
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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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+
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+ ### Trajectory Files
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+
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+ Each trajectory file contains the following data columns:
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+
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+ #### Timestamp
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+ - `timestamp` - Unix Timestamp
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+
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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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+
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+ #### Gripper Data
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+ - `gripper_distance` - Gripper opening distance (mm)
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+
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+ All positional data is measured in millimeters (mm), and orientation angles are in degrees.
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+
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+
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+ ## πŸ“ Citation
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+
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+ If you use this dataset in your research, please cite:
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+
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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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+
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+ ## πŸ’Ό License
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+
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+ This dataset is released under the Apache 2.0 License. See LICENSE file for details.
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+
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+ ## πŸ“§ Contact
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+
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+ For questions or issues regarding the dataset, please contact: Longyan Wu (im.longyanwu@gmail.com)