Title:
AN ON-DEVICE INFERENCE METHOD FOR MULTI-FRAME PROCESSING IN A NEURAL NETWORK
Document Type and Number:
WIPO Patent Application WO/2024/029900
Kind Code:
A1
Abstract:
A method for optimizing multi-frame processing model of a neural network includes: receiving a plurality of input frames by a processing engine that is configured to execute a multi frame processing model, the multi frame processing model including a plurality of convolution layers; selecting a pre-determined number of frames from the received plurality of frames for processing by the plurality of convolution layers; determining, as a sequence of frames, at least a preceding frame and a plurality of following frames amongst the selected pre-determined number of frames; removing the preceding frame by processing the sequence of frames using a plurality of filters in the multi frame processing model; and concatenating the plurality of following frames in an order, to the plurality of input frames for subsequent receiving by the multi frame processing model.
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Inventors:
SARVESH (IN)
DAS KINSUK (IN)
GADDE RAJ NARAYANA (IN)
DAS KINSUK (IN)
GADDE RAJ NARAYANA (IN)
Application Number:
PCT/KR2023/011247
Publication Date:
February 08, 2024
Filing Date:
August 01, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/0464; G06N3/0495; G06N3/08
Foreign References:
| US20200364834A1 | 2020-11-19 | |||
| US20210160530A1 | 2021-05-27 | |||
| US20190332889A1 | 2019-10-31 | |||
| US20210117684A1 | 2021-04-22 | |||
| US20200086879A1 | 2020-03-19 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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