Device and method with data preprocessing

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12249003
APP PUB NO 20220398685A1
SERIAL NO

17558686

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Abstract

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A device and method with data preprocessing are disclosed. The device with preprocessing includes a first memory configured to store raw data, and a field programmable gate array (FPGA) in which reconfigurable augmentation modules are programmed, where the FPGA includes a decoder configured to decode the raw data, a second memory configured to store the decoded raw data, and a processor, where the processor is configured to determine target augmentation modules, from among the reconfigurable augmentation modules, based on a data preprocessing pipeline, perform the data preprocessing pipeline using the determined target augmentation modules to generate augmented data, including an augmentation of at least a portion of the decoded raw data stored in the second memory using an idle augmentation module, from among the target augmentation modules, and implement provision of the augmented data to a graphics processing unit (GPU) or Neural Processing Unit (NPU).

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Patent Owner(s)

  • SAMSUNG ELECTRONICS CO., LTD.; UNIST (ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Jeon, Myeongjae Ulsan, KR 2 8
Lee, Kyuho Ulsan, KR 56 463
Park, Chanho Ulsan, KR 50 315

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