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SYSTEMS AND METHODS FOR PERFORMING A SEARCH BASED ON FREEFORM ILLUSTRATION

Abstract:

An exemplary embodiment of a computer-implemented method of identifying one or more products that correspond to product features of interest to a user may include: receiving an at least partially freeform or sketched illustration of a product from a user device associated with a user; determining at least one feature of the product depicted in the illustration by employing a machine-learning model trained, using (i) at least partially freeform or sketched illustrations from various users depicting products in a same product category as the product and (ii) feature labels assigned to the illustrations, to output one or more features of a depicted product in the product category in an input illustration; generating a search query based on the determined at least one feature; identifying at least one product in an inventory that corresponds to the search query; and providing information associated with the at least one identified product to the user device.