公开(公告)号：US12130888B2

公开(公告)日：2024-10-29

申请号：US17520000

申请日：2021-11-05

Applicant: Raytheon Company

Inventor： Crystal D. Rhodes ,  John R. Goulding ,  Christopher M. Pilcher ,  Christopher R. Harris

IPC: G06F18/214 ,  G06F18/213 ,  G06F18/24 ,  G06N20/00 ,  G06T7/73 ,  G06V10/40

CPC classification number: G06F18/214 ,  G06F18/213 ,  G06F18/24 ,  G06N20/00 ,  G06T7/73 ,  G06V10/40 ,  G06T2207/20081

Abstract: Devices, systems, and methods for machine learning model generation. A method can include generating image chips of an image. The image chips can each provide a view of a different extent of an object in the image. Based on an object definition that indicates respective features of the object and a location of the respective features along a length of the object, it can be determined whether any of the image chips include any of the respective features. Each image chip of the image chips can be labeled to include an indication of any of the features included in the image chip resulting in labelled image chips. The method can include training an ensemble classifier based on the labelled image chips resulting in a trained ensemble classifier.