Patent ID: 11875496
Assignee: GENPACT LUXEMBOURG S.à R.L. II
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for dimension estimation based on duplicate instance identification, the method comprising:
receiving a set of images of an object;
detecting, using a first machine learning system trained to perform image segmentation, from a first image in the set of images, a first image segmentation representing a damage of the object on the first image;
detecting, using the first machine learning system trained to perform image segmentation, from a second image in the set of images, a second image segmentation representing a damage of the object on the second image;
determining, using a second machine learning system trained to perform dimension estimation, a first dimension for the damage represented by the first image segmentation and a second dimension for the damage represented by the second image segmentation;
determining whether the first image segmentation and the second image segmentation represent a same damage of the object based on a similarity index between the first image segmentation and the second image segmentation; and
responsive to determining that the first image segmentation and the second image segmentation represent the same damage, intelligently combining the first dimension and the second dimension to obtain a final dimension for the damage of the object.