Cloth Sim2Real Benchmark
收藏arXiv2024-01-25 更新2024-06-21 收录
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https://sites.google.com/view/cloth-sim2real-benchmark
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资源简介:
Cloth Sim2Real Benchmark数据集由阿尔托大学和工业机器人与信息研究所合作创建,包含三块不同材质的布料(毛巾、亚麻和格子布),每块布料尺寸为50×70厘米。数据集通过动态和准静态布料操作任务收集,旨在评估模拟环境与现实世界之间的差距,特别是针对布料操作任务。该数据集用于评估四种流行的可变形物体模拟器:MuJoCo、Bullet、Flex和SOFA的性能。数据集的应用领域包括机器人布料操作技能的开发和评估,旨在解决模拟与现实之间的差距问题,提高机器人操作布料的准确性和效率。
The Cloth Sim2Real Benchmark dataset was co-developed by Aalto University and the Institute of Industrial Robotics and Information. It includes three types of cloth with distinct materials: towel, linen, and checkered cloth, each measuring 50 × 70 centimeters. The dataset is collected through dynamic and quasi-static cloth manipulation tasks, aiming to evaluate the sim-to-real gap specifically for cloth manipulation tasks. It is used to assess the performance of four mainstream deformable object simulators: MuJoCo, Bullet, Flex, and SOFA. The application domains of this dataset cover the development and evaluation of robotic cloth manipulation skills, with the objective of bridging the sim-to-real gap and improving the accuracy and efficiency of robotic cloth manipulation.
提供机构:
阿尔托大学电气工程与自动化系(EEA),芬兰;工业机器人与信息研究所,CSIC-UPC,西班牙
创建时间:
2023-10-14



