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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: cc-by-nc-sa-4.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - imitation-learning
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+ - manipulation
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+ - tactile
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+ ---
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+
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+ # TAMEn: Tactile-Aware Manipulation Engine for Closed-Loop Data Collection in Contact-Rich Tasks
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+
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+ ## 🎯 Overview
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+
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+ TAMEn builds upon the UMI paradigm with key enhancements in multimodality, precision-portability synergy, replayability, and data flywheel.
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+
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+ Please refer to our πŸš€ [Website](https://opendrivelab.com/TAMEn) | πŸ“„ [Paper](https://arxiv.org/abs/2604.07335) | πŸ’» [GitHub](https://github.com/OpenDriveLab/TAMEn) for more details.
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+
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+ ![TAMEn Teaser](https://raw.githubusercontent.com/OpenDriveLab/opendrivelab.github.io/master/TAMEn/landing/teaser.jpg)
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+
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+ ## πŸ“‚ Dataset Structure
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+
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+ ```text
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+ TAMEn/
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+ β”œβ”€β”€ Binder_Clip_Removal/
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+ β”œβ”€β”€ Cable_Mounting/
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+ β”œβ”€β”€ Dish_Washing/
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+ └── Herbal_Transfer/
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+ ```
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+
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+ Each task folder contains:
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+
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+ - **Video files**: `TaskName_N_camera1.mp4` to `TaskName_N_camera4.mp4`
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+ - **Trajectory files**: `TaskName_N_traj.csv`
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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**: 4 synchronized camera views (`camera1~camera4`) per trajectory
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+
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+ ### Trajectory Files
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+
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+ - **Format**: CSV
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+ - **Naming**: `TaskName_N_traj.csv`
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+
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+ ## πŸ“ Citation
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+
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+ If you use TAMEn in your research, please cite:
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+
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+ ```bibtex
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+ @misc{wu2026tamentactileawaremanipulationengine,
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+ title={TAMEn: Tactile-Aware Manipulation Engine for Closed-Loop Data Collection in Contact-Rich Tasks},
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+ author={Longyan Wu and Jieji Ren and Chenghang Jiang and Junxi Zhou and Shijia Peng and Ran Huang and Guoying Gu and Li Chen and Hongyang Li},
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+ year={2026},
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+ eprint={2604.07335},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.RO},
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+ url={https://arxiv.org/abs/2604.07335},
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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 CC BY-NC-SA 4.0 License.
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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).