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FOD FOD Mobile robot equipped with FOD detection module and FOD collection method using the same

机译:FOD FOD移动机器人配备FOD检测模块和FOD集合方法使用相同

摘要

The present invention relates to a mobile robot equipped with a D detection module and a FOD collection method using the same. In the FOD collection method using a mobile robot equipped with a Foreign Object Debris (FOD) detection module, a) One for FOD collecting the above training image data and learning the FOD detection model based on deep learning to classify the FOD using the collected training image data; b) receiving map information on a traveling area of the mobile robot, and acquiring an image of a surrounding area through the camera while the mobile robot equipped with a camera travels according to the map information; c) detecting the real-time FOD by inputting the surrounding image into the learned FOD detection model, and extracting detection location information of the detected FOD; d) setting the current location information of the mobile robot as a base, calculating the travel direction and distance to the detected location information based on the base to calculate the movement information, and then based on the movement information, the mobile robot moving to perform a FOD collection operation; and e) when the FOD collection operation of the mobile robot is completed, moving to a base based on the movement information and performing a real-time FOD detection function.
机译:本发明涉及一种配备有D检测模块的移动机器人和使用该移动机器人和FOD集合方法。在FOD集合方法中,使用配备有异物碎片(FOD)检测模块的移动机器人,a)一个用于FOD收集上述训练图像数据并基于深度学习学习FOD检测模型,使用收集的训练对FOD进行分类图像数据; b)在移动机器人的行驶区域接收地图信息,并在配备有相机的移动机器人根据地图信息获取通过相机获取周围区域的图像; c)通过将周围图像输入到学习的FOD检测模型中检测实时FOD,提取检测到的FOD的检测位置信息; d)将移动机器人的当前位置信息设置为基础,基于基于基础计算行进方向和与检测到的位置信息的距离来计算移动信息,然后基于移动信息,移动机器人移动执行FOD集合操作;并且e)当移动机器人的FOD集合操作完成时,基于移动信息移动到基座并执行实时FOD检测功能。

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