公开(公告)号：US11809520B1

公开(公告)日：2023-11-07

申请号：US17216234

申请日：2021-03-29

Applicant: Amazon Technologies, Inc.

Inventor： Antonio D'Innocente ,  Nikhil Garg ,  Loris Bazzani

IPC: G06F18/214 ,  G06T7/73 ,  G06T11/00 ,  G06F16/9538 ,  G06F16/2457 ,  G06F16/56 ,  G06F16/54 ,  G06N3/08 ,  G06F16/9535 ,  G06V10/75 ,  G06F18/213 ,  G06F18/2113 ,  G06Q30/0601

CPC classification number: G06F18/214 ,  G06F16/24578 ,  G06F16/54 ,  G06F16/56 ,  G06F16/9535 ,  G06F16/9538 ,  G06F18/213 ,  G06F18/2113 ,  G06N3/08 ,  G06T7/74 ,  G06T11/00 ,  G06V10/751 ,  G06Q30/0603 ,  G06T2200/24 ,  G06T2207/20084

Abstract: Devices and techniques are generally described for determining localized visual similarity. In some examples, a selection of a first location of interest on a first image data depicting at least one article of clothing may be received. In some examples, a first machine learning model may generate a feature map representing the first image data. In some examples, a reduced feature map may be generated based at least in part on a mapping of the first location of interest to the feature map. In some examples, a second image depicting at least a second article of clothing may be determined based at least in part on the reduced feature map.