| CPC G05D 1/617 (2024.01) [B25J 9/1676 (2013.01); B25J 9/1697 (2013.01); G05D 1/249 (2024.01)] | 30 Claims |

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1. A method, comprising:
capturing, with an image sensor, images of a workspace as an autonomous robot moves within the workspace;
identifying, with a processor, at least one object in the captured images of the workspace;
determining, with the processor, an object type of the at least one object with a classification unit that is previously trained to recognize predefined objects, wherein objects are cables, cords and socks, and the object is to be avoided by the autonomous robot; and
instructing, with the processor, the robot to execute at least one action to alter a movement path to avoid colliding with or driving over the objects.
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