公开(公告)号：US12223549B2

公开(公告)日：2025-02-11

申请号：US17747819

申请日：2022-05-18

Applicant: THE TORONTO-DOMINION BANK

Inventor： Jean-Christophe Bouëtté ,  Jimmy Lévesque ,  Marc Poulin ,  Satya Krishna Gorti ,  Keyu Long ,  Nicolas Gervais ,  Jennifer Bouchard

IPC: G06Q40/08 ,  G06V10/26 ,  G06V10/80 ,  G06V10/82 ,  G06V20/64

Abstract: A data processing system comprising: inputting a tiled image of a vehicle including four different angle views of the vehicle combined into a single image to a first machine learning model (e.g. CNN), the model trained based on historical image data to predict a first likelihood of total loss vehicle; inputting a multi-fusion of images each into a second set of machine learning models; the multi-fusion of images including a set of separate and distinct images for each of the views input separately into the second set of machine learning models, and extracting features to predict a second likelihood of total loss vehicle; inputting tabular data relating to the vehicle into a third machine learning model to predict a third likelihood of total loss vehicle for the vehicle; and aggregating the first, second and third likelihood of total loss vehicle to determine the overall likelihood of total loss.