| CPC G01N 21/8851 (2013.01) [G06T 7/0004 (2013.01); G01N 2021/8864 (2013.01); G01N 2021/888 (2013.01); G05B 2219/32179 (2013.01); G05B 2219/32193 (2013.01)] | 25 Claims |
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1. A test device, comprising:
an enclosure;
a set of sensors disposed within the enclosure;
a set of openings in the enclosure aligned to the set of sensors; and
a controller coupled to the set of sensors configured to:
initiate a set of measurements including at least one imaging measurement and at least one non-imaging measurement, by the set of sensors, of an object using the set of sensors;
obtain the set of measurements of the object from the sensors based on initiating the set of measurements;
analyze the set of measurements of the object, using a computer vision model, to identify whether one or more defects are present with the object;
apply an artificial intelligence model of object failure to the at least one imaging measurement and the at least one non-imaging measurement to determine whether a failure threshold is satisfied for the object based on determining whether the one or more defects are present with the object; and
provide, based on whether the failure threshold is satisfied for the object:
first output,
the first output indicating that the failure threshold is not satisfied for the object, and
the first output including a classification of at least one defect present with the object determined based at least in part on a defect classification model, or
second output,
the second output identifying a classification of a failure of the object based on the failure threshold being satisfied for the object.
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