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:
Jun. 29, 2021
Filed:
Sep. 24, 2019
Apple Inc., Cupertino, CA (US);
Daniel Ulbricht, Sunnyvale, CA (US);
Mohammed Haris Baig, San Jose, CA (US);
Amit Kumar K C, Sunnyvale, CA (US);
APPLE INC., Cupertino, CA (US);
Abstract
In one implementation, a method of training a type-agnostic object segmentation system is performed in a type-agnostic object segmentation system including one or more processors, and a non-transitory memory. The method includes obtaining a data set; generating a respective embedding vector for each of a plurality of pixels of the image frame; mapping a plurality of embedding vector representations into a dataspace defined by a dimensionality of the plurality of embedding vector representations; comparing the at least one object instance representation candidate against the respective segmentation mask; and adjusting the type-agnostic object segmentation system in order to satisfy an error threshold across the plurality of image data frames according to a determination that the at least one object instance representation candidate and the respective segmentation mask differ by a threshold value.