公开(公告)号：US20230368079A1

公开(公告)日：2023-11-16

申请号：US17740935

申请日：2022-05-10

Applicant: NVIDIA Corporation

Inventor： Christoph Angerer ,  Devansh Bisla ,  Eugen Sawin ,  Elmar Haussmann ,  Eric Yang

IPC: G06N20/20 ,  B25J9/16 ,  G06F16/387 ,  G06N3/04

CPC classification number: G06N20/20 ,  B25J9/163 ,  B25J9/1697 ,  G06F16/387 ,  G06N3/0454

Abstract: In various examples, a cell model that partitions a geographic region into one or more cells is used to determine clusters of cell which share similarities. Sensor data is provided to one or more machine learning models trained to classify the sensor data to one or more cells of the cell model. Based on classifying sensor data to cells of a cell model, similarities between pairings of cells of the cell model may be determined and used to form clusters of the cell which are sufficiently similar in order to aid in the curation of training data used to train machine learning models in order to aid an autonomous or semi-autonomous machine in a surrounding environment.