公开(公告)号：US20240005649A1

公开(公告)日：2024-01-04

申请号：US18017050

申请日：2020-09-07

Applicant: Intel Corporation

Inventor： Anbang Yao ,  Xiao Zhou ,  Guangli Zhang ,  Yu Zhang ,  Dian Gu

IPC: G06V10/82 ,  G06V10/77 ,  G06V10/44

CPC classification number: G06V10/82 ,  G06V10/7715 ,  G06V10/449

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.