| CPC G06T 7/0008 (2013.01) [G06N 3/0464 (2023.01); G06N 3/09 (2023.01); G06N 20/00 (2019.01); G06Q 10/06395 (2013.01); G06Q 10/20 (2013.01); G06Q 50/60 (2024.01); G06T 7/001 (2013.01); H04L 41/0806 (2013.01); H04L 41/16 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30108 (2013.01)] | 19 Claims |

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1. A system comprising:
a processor; and
memory storing computer-executable instructions, that when executed by the processor, cause the processor to:
send, by a mobile device and to a machine learning system, image data of a customer premises equipment (CPE);
receive, by the mobile device and from the machine learning system, an indication that a first component of the CPE has been incorrectly installed; and
present, via a user interface of the mobile device and based on the indication that the first component has been incorrectly installed, a first augmented reality element associated with the first component of the CPE,
wherein the first component is a connector, and wherein the first augmented reality element includes a percentage amount the connector is inserted into the CPE.
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