公开(公告)号：US20240412104A1

公开(公告)日：2024-12-12

申请号：US18333519

申请日：2023-06-12

Applicant: NVIDIA Corporation

Inventor： Dong ZHANG ,  Tae Eun CHOE ,  Seungwoo YOO ,  Sangmin OH ,  Minwoo PARK

IPC: G06N20/00

Abstract: Systems and methods are disclosed that relate to training a machine learning system using simulated objects. A simulated object may be generated based at least on extracting at least a portion of the simulated object from a simulated textured representation. Further, the simulated anomaly object may be combined with an existing image to generate a training image. One or more parameters of a machine learning model may be updated based at least on the training image and ground truth data corresponding to the training image.