公开(公告)号：US11188796B2

公开(公告)日：2021-11-30

申请号：US16804672

申请日：2020-02-28

Applicant: Samsung Electronics Co., Ltd.

Inventor： Donghyuk Kwon ,  Seungwon Lee

IPC: G06K9/62 ,  G06N3/04 ,  G06N3/08

Abstract: A processor-implemented data processing method includes: predicting whether there will be an inefficient section, of a neural network set to be implemented, during a processing of data, based on a hardware configuration for processing the data; adjusting a layer parameter corresponding to the inefficient section of the neural network; and processing the data using the neural network with the adjusted layer parameter.

公开(公告)号：US12136254B2

公开(公告)日：2024-11-05

申请号：US17159653

申请日：2021-01-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Donghyuk Kwon ,  Minkyoung Cho

IPC: G06V10/77 ,  G06N3/04 ,  G06N3/08 ,  G06T3/40 ,  G06T7/33 ,  G06V10/94

Abstract: An Image processing method and apparatus are provided. The Image processing method includes obtaining a kernel that is deterministically defined based on an extension ratio of a first feature map, up-sampling the first feature map to a second feature map by performing a transposed convolution operation between the first feature map and the kernel, and outputting the second feature map.