| CPC B25J 9/1669 (2013.01) [B25J 9/1661 (2013.01); B25J 9/1697 (2013.01); G06T 7/11 (2017.01); G06T 7/62 (2017.01); G06T 7/74 (2017.01); G06V 10/25 (2022.01); G06V 10/255 (2022.01); G06V 10/267 (2022.01); G06V 10/56 (2022.01); G06V 2201/06 (2022.01)] | 17 Claims |

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1. A method for automatically recognizing a location of an object so that a robot can grasp and transfer the object in an apparatus for automatically recognizing a location of an object, the method comprising:
obtaining one frame from image data of a product produced by a manufacturing facility;
setting a reference region of interest (ROI) and a maximum ROI in the frame, wherein a plurality of random sampling ROIs are sampled randomly by a set number around the reference ROI within the maximum ROI;
detecting location and shape information of the product based on a hue, saturation, value (HSV) color space using the frame;
generating a recipe for the robot to grasp and transfer the product based on the location and shape information of the product; and
transmitting the recipe to the robot.
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