CPC G06T 7/0004 (2013.01) [B60R 16/0215 (2013.01); G05B 19/21 (2013.01); G06F 18/214 (2023.01); G06N 3/08 (2013.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01)] | 20 Claims |
1. A method of operating wire harness manufacturing equipment, comprising:
adding, using the wire harness manufacturing equipment, an element to a wire to form a combination of the element and the wire;
capturing, using an imaging device, one or more of an upper image and a lower image of the combination;
analyzing, using one or more processors operatively coupled to the imaging device, the one or more of the upper image and the lower image to detect a defect;
the analyzing comprising using a model pre-trained with a random set of training images including one or more objects of interest disposed therein; and
thereafter indicating that the defect has been detected.
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