US 12,002,245 B2
Method and system for item identification
Abhinai Srivastava, Palo Alto, CA (US); and Mukul Dhankhar, Palo Alto, CA (US)
Assigned to Mashgin Inc., Palo Alto, CA (US)
Filed by Mashgin Inc., Palo Alto, CA (US)
Filed on May 18, 2021, as Appl. No. 17/323,943.
Application 17/323,943 is a continuation in part of application No. 17/079,056, filed on Oct. 23, 2020, granted, now 11,036,964.
Claims priority of provisional application 63/178,213, filed on Apr. 22, 2021.
Claims priority of provisional application 62/926,296, filed on Oct. 25, 2019.
Prior Publication US 2021/0272088 A1, Sep. 2, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. G06K 9/00 (2022.01); G06F 16/51 (2019.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06Q 20/20 (2012.01); G06T 9/00 (2006.01); G06V 10/764 (2022.01); G06V 10/80 (2022.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); G06N 3/04 (2023.01)
CPC G06T 9/002 (2013.01) [G06F 16/51 (2019.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G06Q 20/201 (2013.01); G06Q 20/202 (2013.01); G06Q 20/203 (2013.01); G06V 10/764 (2022.01); G06V 10/806 (2022.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); G06N 3/04 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for item recognition, comprising:
a storage device; and
a processing system coupled to the storage device, the storage device storing software instructions that, when executed, cause the processing system to perform a method, comprising:
capturing an image of an item;
calculating an item encoding using a model trained to determine item identifiers from the image; and
determining an item identifier for the item based on a similarity between the item encoding and a set of predetermined encodings for each of a set of items.