How to automate vehicle inspection when buying insurance?

Case

How to automate vehicle inspection when buying insurance?

Problem

Potential fraudsters can deceive an insurance company when they do a photo inspection of their car on their own, for example, by replacing photos with older ones that do not yet have recent damage to the car.

Thus, when buying insurance, they can report the damage they have actually sustained before buying the policy and repair it for free.

Solution

Detection of fraudulent photos (old, from the screen, layouts, in the photo editor, similar cars) based on image/video stream analysis.

Technology stack

  • Python
  • Java
  • TensorFlow
  • OpenCV