CPC G06V 40/172 (2022.01) [G06T 3/0006 (2013.01); G06V 10/774 (2022.01); G06V 40/171 (2022.01)] | 16 Claims |
1. A method for training a neural network model, comprising:
generating an image of a mask;
generating a copy of an image from an original set of training data;
altering the copy to add the image of a mask to a face detected within the copy by generating a style transformation of the detected face using a generative adversarial network, including blending the altered copy to conform to an original three-dimensional structure of the detected face;
generating an augmented set of training data that includes the original set of training data and the altered copy; and
training a neural network model to recognize masked faces using the augmented set of training data.
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