公开(公告)号：US20230177816A1

公开(公告)日：2023-06-08

申请号：US18075538

申请日：2022-12-06

Applicant: X Development LLC

Inventor： Xin Li ,  Akshina Gupta ,  Nishanth Singaraju ,  Eliot Julien Cowan

IPC: G06V10/80 ,  G06V20/00

CPC classification number: G06V10/806 ,  G06V20/38

Abstract: Methods, systems, and apparatus for receiving a request for a risk assessment for a parcel, receiving a set of images for the parcel, the set of images including two or more images, each image having an image scale and an image resolution that is different from other images in the set of images, providing a first-level feature embedding and a second-level feature embedding, the first-level feature embedding being provided by processing a first-level image through a first-level machine learning (ML) model, and the second-level feature embedding being provided by processing a second-level image through a second-level ML model, determining a risk assessment at least partially by processing each of the first-level feature embedding and a second-level feature embedding through a fusion network, and providing a representation of the risk assessment for display.