Patent · US Active

Image recognition method and apparatus, and device and medium

US12112531B2 · kind B2 · utility

0Cited by
0References
17Claims
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Key dates

Filing dateApr 26, 2022
Grant dateOct 8, 2024
Priority date
Expiry dateApr 26, 2042

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06F18/00
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

A method of image recognition includes: acquiring an image training sample data set, where the image training sample data set includes image training sample data and tag information corresponding to the image training sample data; constructing basic activation function and preset bias adjustment function as preset activation function in an addition relationship, determining the preset activation function to be an activation function of a neural network model, to obtain an initial neural network model, where the preset bias adjustment function is a function constructed from a symbol function, a first trainable parameter and a quadratic term in a multiplication relationship; inputting the image training sample data set into the initial neural network model for training until the model converges, to obtain a trained neural network model; when an image to be recognized is acquired, outputting a recognition result corresponding to the image by using the trained neural network model.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.