US 12,265,976 B1
Computer vision in-store planogram analysis
Mayank Tiwari, Telangana (IN); Ramakrishna Perla, Hyderabad (IN); and Bharani Sarvepalli, Hyderabad (IN)
Assigned to Blue Yonder Group, Inc., Scottsdale, AZ (US)
Filed by Blue Yonder Group, Inc., Scottsdale, AZ (US)
Filed on Jul. 6, 2022, as Appl. No. 17/858,735.
Claims priority of provisional application 63/219,091, filed on Jul. 7, 2021.
Int. Cl. G06Q 30/0201 (2023.01); G06Q 30/0601 (2023.01); G06V 20/00 (2022.01); G06V 20/52 (2022.01)
CPC G06Q 30/0201 (2013.01) [G06Q 30/0639 (2013.01); G06V 20/36 (2022.01); G06V 20/52 (2022.01)] 17 Claims
OG exemplary drawing
 
1. A system, comprising:
a retail entity comprising a product display area defined by a planogram;
eye tracking hardware configured to track eye tracking data for one or more shoppers at the product display area; and
a planogram analyzer comprising a server and configured to:
train a machine learning model to generate recommendations to optimize one or more planogram metrics using real time historical data and computer vision data;
generate, using the trained machine learning model with a probabilistic optimization technique approximating a global optimum, one or more recommendations to optimize the one or more planogram metrics; and
alter the planogram based on the one or more recommendations.