Strawberry Robotic Operation Interface: An Open-Source Device for Collecting Dexterous Manipulation Data in Robotic Strawberry Farming
Hou, Linsheng, Lu, Wenwu, Wang, Yanan, Peng, Chen, Fei, Zhenghao
–arXiv.org Artificial Intelligence
The strawberry farming is labor-intensive, particularly in tasks requiring dexterous manipulation such as picking occluded strawberries. To address this challenge, we present the Strawberry Robotic Operation Interface (SROI), an open-source device designed for collecting dexterous manipulation data in robotic strawberry farming. The SROI features a handheld unit with a modular end effector, a stereo robotic camera, enabling the easy collection of demonstration data in field environments. A data post-processing pipeline is introduced to extract spatial trajectories and gripper states from the collected data. Additionally, we release an open-source dataset of strawberry picking demonstrations to facilitate research in dexterous robotic manipulation. The SROI represents a step toward automating complex strawberry farming tasks, reducing reliance on manual labor.
arXiv.org Artificial Intelligence
Jan-28-2025
- Country:
- Asia > China
- Zhejiang Province (0.29)
- North America (0.46)
- Asia > China
- Genre:
- Research Report (0.50)
- Industry:
- Food & Agriculture > Agriculture (0.47)
- Technology:
- Information Technology > Artificial Intelligence > Robots > Manipulation (0.82)