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Mobile Cleaning Robot Artificial Intelligence for Situational Awareness

机译:移动清洁机器人人工智能以提高态势感知能力

摘要

A mobile cleaning robot includes a cleaning head configured to clean a floor surface in an environment, and at least one camera having a field of view that extends above the floor surface. The at least one camera is configured to capture images that include portions of the environment above the floor surface. The robot includes a recognition module is configured to recognize objects in the environment based on the images captured by the at least one camera, in which the recognition module is trained at least in part using the images captured by the at least one camera. The robot includes a storage device is configured to store a map of the environment. The robot includes a control module configured to control the mobile cleaning robot to navigate in the environment using the map and operate the cleaning head to perform cleaning tasks taking into account of the objects recognized by the recognition module.
机译:一种移动式清洁机器人,包括:清洁头,被配置为清洁环境中的地板表面;以及至少一个具有在地板表面上方延伸的视场的相机。所述至少一个相机被配置为捕获包括地板表面上方的环境的部分的图像。该机器人包括识别模块,该识别模块被配置为基于由至少一个照相机捕获的图像来识别环境中的物体,其中,至少部分地使用由至少一个照相机捕获的图像来训练识别模块。机器人包括被配置为存储环境地图的存储设备。机器人包括控制模块,该控制模块被配置为控制移动清洁机器人使用地图在环境中导航并且考虑到识别模块所识别的对象而操作清洁头以执行清洁任务。

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