| CPC G06V 40/10 (2022.01) [G06Q 30/0631 (2013.01); G06T 7/70 (2017.01); G06T 11/00 (2013.01); G06Q 10/083 (2013.01); G06T 2207/20081 (2013.01)] | 16 Claims |

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1. A digital imaging method of analyzing pixel data of an image of a skin area of a user for determining skin hyperpigmentation, the digital imaging method comprising the steps of:
a. aggregating, at one or more processors communicatively coupled to one or more memories, a plurality of training images of a plurality of individuals, each of the training images comprising pixel data of a skin area of a respective individual;
b. training, by the one or more processors with the pixel data of the plurality of training images, a skin hyperpigmentation model comprising a skin hyperpigmentation scale and operable to output, across a range of the skin hyperpigmentation scale, skin hyperpigmentation values associated with a degree of skin hyperpigmentation ranging from least hyperpigmentation to most hyperpigmentation;
c. receiving, at the one or more processors, at least one image of a user, the at least one image captured by a digital camera, and the at least one image comprising pixel data of at least a portion of a user skin area of the user;
d. analyzing, by the skin hyperpigmentation model executing on the one or more processors, the at least one image captured by the digital camera to determine a user-specific skin hyperpigmentation value of the user skin area;
e. generating, by the one or more processors based on the user-specific skin hyperpigmentation value, at least one user-specific electronic recommendation designed to address at least one feature identifiable within the pixel data comprising the at least the portion of the user skin area;
f. receiving, at the one or more processors, a new image of the user, the new image captured by the digital camera, and the new image comprising pixel data of at least a portion of a user skin area of the user;
g. analyzing, by the skin hyperpigmentation model executing on the one or more processors, the new image captured by the digital camera to determine a new user-specific skin hyperpigmentation value of the user skin area;
h. generating, based on the new user-specific skin hyperpigmentation value, a new user-specific electronic recommendation or comment regarding at least one feature identifiable within the pixel data of the new image; and
rendering, on a display screen of a user computing device, the at least one user-specific recommendation;
wherein a delta user-specific skin hyperpigmentation value is generated based on a comparison between the new user-specific skin hyperpigmentation value and the user-specific skin hyperpigmentation value, wherein the new user-specific recommendation or comment is further based on the delta user-specific skin hyperpigmentation value, and wherein the delta user-specific skin hyperpigmentation value, a representation of the delta user-specific skin hyperpigmentation value, or a comment based on the delta user-specific skin hyperpigmentation value, is rendered on the display screen of the user computing device.
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