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

Claim 13:
14. A system for dimension estimation based on duplicate instance identification, the system comprising:
a processor; and
a memory in communication with the processor and comprising instructions which, when executed by the processor, program the processor to:
receive a set of images of an object;
detect, 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;
detect, 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;
determine, 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;
determine 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 combine the first dimension and the second dimension to obtain a final dimension for the damage of the object.