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.

Date of Patent:
Nov. 25, 2025

Filed:

Sep. 07, 2020
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Anbang Yao, Beijing, CN;

Xiao Zhou, Shanghai, CN;

Guangli Zhang, Shanghai, CN;

Yu Zhang, Beijing, CN;

Dian Gu, Shanghai, CN;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/44 (2022.01); G06V 10/77 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 10/449 (2022.01); G06V 10/7715 (2022.01);
Abstract

Techniques related to poly-scale kernel-wise convolutional neural network layers are discussed. A poly-scale kernel-wise convolutional neural network layer is applied to an input volume to generate an output volume and include filters each having a number of filter kernels with the same sample rate and differing dilation rates optionally in a repeating pattern of dilation rate groups within each of filters with the pattern of dilation rate groups offset between the filters the poly-scale kernel-wise convolutional neural network layer.


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