US 2021/0174493 A1 · DAMAGE IDENTIFICATION RESULT OPTIMIZATION METHOD AND APPARATUS

Abstract

One embodiment provides a system and method for vehicle damage identification. During operation, the system obtains, a vehicle image and generates, based on a damage identification model and the obtained vehicle image, an initial damage identification result, which indicates a location of identified vehicle damage. The system displays the initial damage identification result, receives a modification to the initial damage identification result, and generates an updated damage identification result by inputting the damage identification result, image feature information extracted from the vehicle image, and the received modification to a long short-term memory (LSTM) model.

Claims31

Dependent claims

A computer-executed method for vehicle damage identification, the method comprising:

obtaining, by a computer, a vehicle image;
generating, based on a damage identification model and the obtained vehicle image, an initial damage identification result, which indicates at least a location of identified vehicle damage;
displaying the initial damage identification result;
receiving a modification to the initial damage identification result;
and
generating an updated damage identification result by inputting the damage identification result, image feature information extracted from the vehicle image, and the received modification to a long short-term memory (LSTM) model.

3 more elements

An apparatus for damage identification, the apparatus comprising:

an image-acquisition unit configured to acquire a vehicle image;
a damage identification model configured to extract image feature information from the vehicle image and generate an initial damage identification result, which indicates a location of identified vehicle damage;
a display unit configured to display the initial damage identification result;
a receiving unit configured to receive a modification to the initial damage identification result;
and
an updating unit configured to generate an updated damage identification result by inputting the damage identification result, image feature information extracted from the vehicle image, and the received modification to a long short-term memory (LSTM) model.

3 more elements

Dependencies are inferred from the claim text.

Damage identification result optimization method and apparatus

Life of this patent

Damage identification result optimization method and apparatus

Life of this patent

Abstract

Claims31