公开(公告)号：US11941581B2

公开(公告)日：2024-03-26

申请号：US17667590

申请日：2022-02-09

Applicant: TRACXPOINT LLC.

Inventor： Moshe Meidar ,  Gidon Moshkovitz ,  Edi Bahous ,  Itai Winkler

IPC: G06K9/32 ,  B62B3/14 ,  G06F18/22 ,  G06F18/23213 ,  G06F18/2413 ,  G06K9/00 ,  G06K9/62 ,  G06N3/02 ,  G06N3/04 ,  G06Q10/087 ,  G06V10/70 ,  G06V20/20 ,  G06V20/52 ,  G06V30/194

CPC classification number: G06Q10/087 ,  B62B3/14 ,  G06F18/22 ,  G06F18/23213 ,  G06F18/24147 ,  G06N3/02 ,  G06N3/04 ,  G06V10/87 ,  G06V20/20 ,  G06V20/52 ,  G06V30/194 ,  G06V2201/09

Abstract: The disclosure relates to systems and methods for real-time detection of a very large number of items in a given constrained volume. Specifically, the disclosure relates to systems and methods for retrieving an optimized set of classifiers from a self-updating classifiers' database, configured to selectively and specifically identify products inserted into a cart in real time, from a database comprising a large number of stock-keeping items, whereby the inserted items' captured images serve simultaneously as training dataset, validation dataset and test dataset for the recognition/identification/re-identification of the product.