公开(公告)号：US11941572B1

公开(公告)日：2024-03-26

申请号：US17203098

申请日：2021-03-16

Applicant: Amazon Technologies, Inc.

Inventor： Ruth Ravichandran ,  Hebaallah Aly Abdelhalim Aly Ismail ,  Zheng Wang ,  Shao-Wen Yang ,  Yang Pan ,  David Hung Huynh ,  Andrey Li ,  Hoshgeldy Tagangeldyevich Tachmuradov ,  Steven Larson

IPC: G06Q10/0833 ,  G06N7/01 ,  G06N20/00 ,  G06T7/579 ,  G06T19/00 ,  H04W4/02 ,  H04W4/024 ,  H04W4/38 ,  H04W4/80

CPC classification number: G06Q10/0833 ,  G06N7/01 ,  G06N20/00 ,  G06T7/579 ,  G06T19/006 ,  H04W4/023 ,  H04W4/024 ,  H04W4/026 ,  H04W4/027 ,  H04W4/38 ,  H04W4/80

Abstract: Various embodiments are disclosed for providing machine learning routines with peripheral device data to infer driver activity and location. Peripheral device data may be collected on a peripheral device having a machine learning routine executing thereon to infer driver activity and perform improved estimation of driver location. Using driver activity and location estimation, contextually relevant delivery workflow assistance may be automatically provided to a delivery driver or other individual without requiring manual input, thereby improving driver safety and operational efficiency.