Swipe-Based User Interface for Personalized Style Generation

A system comprising:

• one or more processors;
• and
• a computer-readable storage medium storing instructions that are executable by the one or more processors to perform operations comprising:
• generating a feedback encoding that includes data describing weighted item aspects derived from user input to a swipeable user interface that displays at least one item from a sequence of items and different options for a configurable aspect of the at least one item;
• generating, based on the feedback encoding, a prompt to initiate generation of a personalized style that includes an item not included in the sequence of items based on the weighted item aspects, using one or more machine learning models;
• generating the personalized style using the one or more machine learning models and the prompt;
• and
• presenting the personalized style for output via a user interface.

A computer-readable storage medium storing instructions that are executable by at least one processing device to perform operations comprising:

• displaying, in a user interface, an item of a defined sequence of items and different options for a configurable aspect of the item;
• receiving input comprising a swipe from the item towards one of the different options for the configurable aspect of the item;
• generating, based on the input, weighted item aspects by assigning a weight to each of the different options for the configurable aspect of the item;
• generating a personalized style that includes at least one item not included in the defined sequence of items based on the weighted item aspects;
• and
• presenting the personalized style for output via a user interface.