公开(公告)号：US20220017032A1

公开(公告)日：2022-01-20

申请号：US17374684

申请日：2021-07-13

Applicant: CAMBRIDGE MOBILE TELEMATICS INC.

Inventor： Yuting Qi ,  Cornelius Young ,  Rizki Syarif ,  Burak Erem

IPC: B60R21/013 ,  G07C5/00 ,  G06Q40/08 ,  G06Q30/02 ,  G06N20/00 ,  G06N5/04 ,  H04W4/40

Abstract: Techniques are disclosed for predicting a confidence of a total loss event. A mobile device detects a crash event using one or more sensors of a mobile device. The mobile device records a first set of data from the one or more sensors of the mobile device. The mobile device generates a first feature vector including the first set of data and vehicle data that includes an identifier of a vehicle. The mobile device generates a second feature vector using the first set of data and additional data types. The mobile device predicts a confidence of a total loss event by generating a first confidence value from a first machine-learning model using the first feature vector and a second confidence value from a second machine-learning model using the second feature vector.