公开(公告)号：US20190102686A1

公开(公告)日：2019-04-04

申请号：US15721283

申请日：2017-09-29

Applicant: Intel Corporation

Inventor： Shao-Wen Yang ,  Siew Wen Chin ,  Addicam V. Sanjay ,  Jose A. Avalos ,  Joe Jensen ,  Michael Millsap ,  Daniel Gutwein

IPC: G06N5/04 ,  G06N99/00 ,  G06Q10/08

Abstract: A system includes a self-learning module for creating a self-learned planogram based on images of shelving units at a location and shelving unit tracking. The self-learned planogram includes shelving unit locations for the shelving units. The system also includes a training module for training the merchandise tracking model based on merchandise-shelving unit clustering. The merchandise-shelving unit clustering is based on the self-learned planogram and sensor readings received from sensors at the location. The sensor readings are associated with items at the location. The system further includes a tracking module for tracking and storing locations of the items based on the sensor readings and the merchandise tracking model. The system also includes a planogram compliance module for determining planogram compliance based on comparing the self-learned planogram to the item locations. The system identities actionable insights based on the planogram compliance and additionally includes a display device to present the actionable insights.