| CPC G01N 21/9508 (2013.01) [A61J 7/02 (2013.01); G01N 21/8806 (2013.01); G06M 1/101 (2013.01); G06T 7/74 (2017.01); G06V 10/56 (2022.01); G06V 10/60 (2022.01); G06V 20/52 (2022.01); G06T 2207/10148 (2013.01); G06T 2207/10152 (2013.01); G06T 2207/30242 (2013.01)] | 18 Claims |

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1. A method of determining one or more properties of one or more items employing an image based counting system comprising:
illuminating, via one or more lighting sources, one or more items having a plurality of illumination characteristics;
capturing a first image via a first imaging device with adjustable focus of the one or more items from a first angle;
capturing second image via a second imaging device of the one or more items from a second angle;
receiving images of the illuminated items from the first and second imaging devices at a control circuitry;
generating a composite image comprising the first and second properties;
identifying a characteristic of the plurality of illumination characteristics of the composite image at the control circuitry;
comparing the characteristic to a list of illumination characteristics that corresponds to a property of the one or more items at the control circuitry;
determining one or more properties of the one or more items based on the comparison at the control circuitry; and
generate an alert associated with the one or more properties at the control circuitry.
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