Title:
NEURAL NETWORK TRAINING METHOD AND APPARATUS, AND ELECTRONIC DEVICE
Document Type and Number:
WIPO Patent Application WO/2023/001110
Kind Code:
A1
Abstract:
A neural network training method and apparatus, and an electronic device. The method comprises: determining N degradation degrees according to M environment parameters of M obtained first images (101), one degradation degree corresponding to at least one environment parameter, one degradation degree corresponding to at least one first image, and both M and N being positive integers; performing degradation processing on the first image corresponding to each degradation degree on the basis of each degradation degree so as to obtain a second image corresponding to each degradation degree (102), each second image corresponding to one first image; generating a sample set on the basis of the first image and the second image corresponding to each degradation degree to obtain N sample sets (103); respectively training Q neural networks on the basis of the N sample sets (104), one sample set corresponding to at least one neural network, and Q being a positive integer.
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Inventors:
LIU HANG (CN)
Application Number:
PCT/CN2022/106274
Publication Date:
January 26, 2023
Filing Date:
July 18, 2022
Export Citation:
Assignee:
VIVO MOBILE COMM HANGZHOU CO LTD (CN)
International Classes:
G06T5/00; G06N3/04; G06N3/08
Foreign References:
| CN113706402A | 2021-11-26 | |||
| CN111105375A | 2020-05-05 | |||
| US20210073945A1 | 2021-03-11 | |||
| CN109285119A | 2019-01-29 | |||
| CN111950693A | 2020-11-17 |
Attorney, Agent or Firm:
BOHUI INTELLECTUAL PROPERTY (CN)
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