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:
Jul. 09, 2024
Filed:
Jul. 09, 2021
Apple Inc., Cupertino, CA (US);
Atila Orhon, Santa Clara, CA (US);
Apple Inc., Cupertino, CA (US);
Abstract
This application relates to use of transformer neural networks to generate dynamic parameters for use in convolutional neural networks. In various embodiments, received image data is encoded and the encoded signal is sent to both a decoder and a transformer neural network. The decoder outputs a decoded data for input into a convolutional neural network. The transformer outputs a set of dynamic parameter values for input into the convolutional neural network. The convolutional neural network may use the decoded data and the set of dynamic parameter values to output instance image data show identifying a number of objects in an image. In various embodiments, the decoded data is also used to generate semantic data. The semantic data may be combined with the instance data to form panoptic image data.