公开(公告)号：US11887021B1

公开(公告)日：2024-01-30

申请号：US16802876

申请日：2020-02-27

Applicant: Amazon Technologies, Inc.

Inventor： Matthew J. Bales ,  Kimberly Sue Houchens ,  Ralph Giovanni Caprio ,  Homer Strong ,  Nicola Preli ,  Michael Hodgkinson

IPC: G06Q50/28 ,  G06N20/00 ,  G06N5/04 ,  G06Q10/04 ,  G06F16/24 ,  G06Q10/0631 ,  G06F16/23

CPC classification number: G06Q50/28 ,  G06F16/2379 ,  G06F16/24 ,  G06N5/04 ,  G06N20/00 ,  G06Q10/043 ,  G06Q10/06315

Abstract: Techniques for improving packaging systems are described. In an example, a computer system receives item data from a workstation. The item data includes a description of an item. The workstation is configured to facilitate packaging of the item. Based at least in part on an input to the predictive model, the computer system generates a package decision indicating a package type associated with the packaging of the item. The input is based at least in part on the item data. The predictive model is trained based at least in part on damage data associated with packaging. The computer system sends the package decision to the workstation.