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README.md
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license: cc-by-nc-sa-4.0
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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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# TAMEn: Tactile-Aware Manipulation Engine for Closed-Loop Data Collection in Contact-Rich Tasks
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## π― Overview
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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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Please refer to our π [Website](https://opendrivelab.com/TAMEn) | π [Paper](https://arxiv.org/abs/2604.07335) | π» [GitHub](https://github.com/OpenDriveLab/TAMEn) for more details.
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## π Dataset Structure
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```text
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TAMEn/
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βββ Binder_Clip_Removal/
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βββ Cable_Mounting/
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βββ Dish_Washing/
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βββ Herbal_Transfer/
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```
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Each task folder contains:
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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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## π§Ύ Data Format
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### Video Files
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- **Format**: MP4
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- **Views**: 4 synchronized camera views (`camera1~camera4`) per trajectory
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### Trajectory Files
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- **Format**: CSV
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- **Naming**: `TaskName_N_traj.csv`
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## π Citation
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If you use TAMEn in your research, please cite:
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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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## πΌ License
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This dataset is released under the CC BY-NC-SA 4.0 License.
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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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