Digital imaging systems and methods of analyzing pixel data of an image of a shaving stroke for determining pressure being applied to a user's skin

A digital imaging system configured to analyze pixel data of an image of a shaving stroke for determining pressure being applied to a user's skin, the digital imaging system comprising:

• an imaging server comprising a server processor and a server memory;
• an imaging application (app) configured to execute on a user computing device comprising a device processor and a device memory, the imaging app communicatively coupled to the imaging server;
• and
• a pressure model trained with pixel data of a plurality of training images of individuals and operable to determine pressure being applied to a respective individual's skin by a shaving razor when a shaving stroke is taken,
• wherein the pressure model is configured to execute on the server processor or the device processor to cause the server processor or the device processor to:
• receive at least one image of a user when shaving with the shaving razor, 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 the shaving razor applied to the user's skin,
• analyze, by the pressure model, the at least one image captured by the digital camera to determine a user-specific pressure being applied to the user's skin by the shaving razor when a user shaving stroke is taken,
• generate, based on the user-specific pressure, 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 shaving razor applied to the user's skin,
• render, on a display screen of the user computing device of the user, the at least one user-specific recommendation, wherein the at least one user-specific electronic recommendation comprises a product recommendation for a manufactured product,
• generate, by the one or more processors, a modified image based on the at least one image, the modified image depicting how the user's skin is predicted to appear after treating the at least one feature with the manufactured product, and
• render, on the display screen of the user computing device, the modified image.

A tangible, non-transitory computer-readable medium storing instructions for analyzing pixel data of an image of a shaving stroke for determining pressure being applied to a user's skin, that when executed by one or more processors cause the one or more processors to:

• a. aggregate, 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 respective individual when shaving with a shaving razor;
• b. train, by the one or more processors with the pixel data of the plurality of training images, a pressure model operable to determine pressure being applied to the respective individual's skin by a shaving razor when a shaving stroke is taken;
• c. receive, at the one or more processors, at least one image of a user when shaving with the shaving razor, 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 the shaving razor applied to the user's skin;
• d. analyze, by the pressure model executing on the one or more processors, the at least one image captured by the digital camera to determine a user-specific pressure being applied to the user's skin by the shaving razor when a user shaving stroke is taken;
• e. generate, by the one or more processors based on the user-specific pressure, 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 shaving razor applied to the user's skin;
• f. render, on a display screen of a user computing device, the at least one user-specific recommendation, wherein the at least one user-specific electronic recommendation comprises a product recommendation for a manufactured product;
• ci. generate a modified image based on the at least one image, the modified image depicting how the user's skin is predicted to appear after treating the at least one feature with the manufactured product;
• and
• h. render, on the display screen of the user computing device, the modified image.