System, Method, Apparatus, And Computer Program Product For Utilizing Machine Learning To Process An Image Of A Mobile Device To Determine A Mobile Device Integrity Status
- New York NY, US Anthony Coble - New York NY, US Nathan Breitsch - New York NY, US Mircea Ionescu - Wooster OH, US
International Classification:
G06K 9/62 G06N 3/08 G06T 15/40 G06T 15/30
Abstract:
A system, apparatus, method and computer program product are provided for determining a mobile device integrity status. Images of a mobile device captured by the mobile device and using a reflective surface are processed with various trained models, such as neural networks, to verify authenticity, detect damage, and to detect occlusions. A mask may be generated to enable identification of concave occlusions or blocked corners of an object, such as a mobile device, in an image. Images of the front and/or rear of a mobile device may be processed to determine the mobile device integrity status such as verified, not verified, or inconclusive. A user may be prompted to remove covers, remove occlusions, and/or move the mobile device closer to the reflective surface. A real-time response relating to the mobile device integrity status may be provided. The trained models may be trained to improve the accuracy of the mobile device integrity status.