METHOD AND DEVICE FOR TRAINING A FACE RECOGNITION MODEL AND A DEVICE FOR DETERMINING THE KEY POINT OF THE FACE Russian patent published in 2022 - IPC G06K9/62 G06N20/00 

Abstract RU 2770752 C1

FIELD: data processing.

SUBSTANCE: invention relates to the field of data processing technologies, in particular to methods for training facial recognition by key points. The expected result of the claimed technical solution is achieved by the fact that the claimed solution provides for the possibility of obtaining a training image of a face; three-dimensional reconstruction of a training image of a face; generation of a training coordinate UV-grid; entering a training face image into a semantic segmentation network to extract a predictive coordinate UV-grid; calculating the loss intensity of a predictive coordinate UV-grid; calculating the gradient using a loss intensity indicator; defining a semantic segmentation network as a face recognition model.

EFFECT: increase in the accuracy of determining the coordinates of key points during face recognition.

13 cl, 10 dwg

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RU 2 770 752 C1

Authors

Chen, Dejian

Dates

2022-04-21Published

2019-11-13Filed