Inferring user lifestyle and preference information from images

A product recommendation system comprising:

• a memory;
• and
• a processing device, operatively coupled to the memory, to:
• receive image data associated with one or more images of a user;
• and
• determine a product, service, or experience recommendation based on the image data, wherein the product, service, or experience is unrelated to the image data.

A non-transitory computer-readable storage medium having instructions stored thereon that, when executed by a processing device, cause the processing device to:

• receive image data associated with one or more images of a user;
• compute a plurality of visual features of the one or more images from the image data;
• calculate, by the processing device, a style characteristic from the plurality of visual features;
• calculate, by the processing device, a lifestyle characteristic based on the style characteristic;
• calculate, by the processing device, a user preference based on the lifestyle characteristic;
• determine a recommendation of a product based on the user preference;
• and
• provide the recommendation to a user device associated with the user.