Generative apparel recommendations using images of a person

A system comprising one or more processors configured to perform the operations of:

• iteratively training a visual AI model to identify clothing patterns and apparel components based on one or more input images;
• receiving one or more images, associated with a user, the images depicting a person wearing various apparel items;
• inputting the received one or more images into the visual AI model;
• identifying by the visual AI model, apparel patterns from the received one or more images and extracting apparel components and extracting background components depicting an environment from the one or more images;
• curating a set of apparel items based on at least the extracted apparel components;
• generating, by the visual AI model, based on historical curated set of apparel items and the extracted background components, one or more new images depicting different apparel items and/or hair styles;
• providing for display, via a user interface, the generated one or more new images;
• utilizing a conversational AI model to interact with the user, wherein the conversational AI model determines a set of apparel preferences for the user through a conversation comprising one or more conversational interactions with the user, wherein the conversation AI model comprises a large language model and output generated from the large language model is displayed via the user interface;
• and
• providing for display, via the user interface, new curated apparel items based on conversational interactions with the user, wherein the set of apparel preferences of the apparel items are based at least in part on the one or more conversational interactions.

A computer-implemented method for providing generative apparel recommendations, via one or more processors, configured to perform the operations of:

• iteratively training a visual AI model to identify clothing patterns and apparel components based on one or more input images;
• receiving multiple images, associated with a user, wherein the multiple images depict the person in various apparel items and in different environments, wherein the multiple images are depicted, via the user interface, in a grid-style layout, for selection by the user, and wherein the received multiple images are input into the visual AI model.
• inputting the received one or more images into the visual AI model;
• identifying by the visual AI model, apparel patterns from the received one or more images and extracting apparel components and extracting background components depicting an environment from the multiple images;
• curating a set of apparel items based on at least the extracted apparel components;
• generating, by the visual AI model, based on historical curated set of apparel items and the extracted background components, one or more new images depicting different apparel items and/or hair styles;
• and
• providing for display, via a user interface, the generated one or more new images.