The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 28, 2021
Filed:
Feb. 15, 2019
Nvidia Corporation, San Jose, CA (US);
Tommi Koivisto, Uusimaa, FI;
Pekka Janis, Uusimaa, FI;
Tero Kuosmanen, Uusimaa, FI;
Timo Roman, Uusimaa, FI;
Sriya Sarathy, Santa Clara, CA (US);
William Zhang, Los Altos, CA (US);
Nizar Assaf, Campbell, CA (US);
Colin Tracey, Austin, TX (US);
NVIDIA Corporation, Santa Clara, CA (US);
Abstract
In various examples, detected object data representative of locations of detected objects in a field of view may be determined. One or more clusters of the detected objects may be generated based at least in part on the locations and features of the cluster may be determined for use as inputs to a machine learning model(s). A confidence score, computed by the machine learning model(s) based at least in part on the inputs, may be received, where the confidence score may be representative of a probability that the cluster corresponds to an object depicted at least partially in the field of view. Further examples provide approaches for determining ground truth data for training object detectors, such as for determining coverage values for ground truth objects using associated shapes, and for determining soft coverage values for ground truth objects.