公开(公告)号：US20240177089A1

公开(公告)日：2024-05-30

申请号：US18072194

申请日：2022-11-30

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Karthikeyan Nagarajan ,  Alessandro Bay ,  Anil Ozdemir

IPC: G06Q10/0631 ,  G06N3/0464 ,  G06N3/08

CPC classification number: G06Q10/06315 ,  G06N3/0464 ,  G06N3/08

Abstract: Systems and methods for method for predicting a required number of point of sale (POS) stations to accommodate a number of customers are disclosed herein. An example method includes analyzing image data to determine (i) a set of customer data and (ii) a cart occupancy value associated with the customers, and generating, utilizing a machine learning (ML) algorithm, a first value based on the set of customer data and the cart occupancy value associated with the customers. The ML algorithm may be trained using a plurality of training data including a plurality of training customer data and a plurality of training cart occupancy values. The example method further includes determining whether the first value exceeds a second value, and responsive to determining that the first value exceeds the second value, generating an alert for transmission to a device indicating that the first value exceeds the second value.

公开(公告)号：US20240331005A1

公开(公告)日：2024-10-03

申请号：US18128880

申请日：2023-03-30

Applicant: ZEBRA TECHNOLOGIES CORPORATION

Inventor： Sambuddha Saha ,  Karthikeyan Nagarajan ,  Anil Ozdemir

IPC: G06Q30/0601 ,  G06Q10/087

CPC classification number: G06Q30/0631 ,  G06Q10/087

Abstract: A method includes: capturing, via a sensor of a mobile computing device, a first item identifier; determining, at the mobile computing device, whether the first item identifier matches one of a plurality of primary item identifiers; in response to determining that the first item identifier matches one of the primary item identifiers, providing input data to a classification model, the input data including the first item identifier; obtaining, via execution of the classification model, an item set identifier corresponding to an item set containing the first item identifier; and presenting the item set identifier at an output of the mobile computing device.