Face age estimation method based on gan extended multi-ethnic feature collaborative selection
A technology of race and face database, which is applied in the field of face age estimation, can solve the problems of restricting the age recognition of yellow, brown and other race pictures, so as to improve the recognition accuracy, improve the accuracy, and improve the convenience and accuracy Effect
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[0034] DRAWINGS Examples and further detailed description of the present invention, the following Examples are intended to explain the present invention and the present invention is not limited to the following embodiments.
[0035] Generated against the network (GAN) generated by a model consisting of G and D discriminant model, by way of learning against the number of training set and a new data sample. 2014 Goodfellow published "Generative Adversarial Networks" article, the formula against the network debut in academia, the main idea from game theory (that is, the interests of the two is zero, resulting in one of the official party to the loss). Since then, GAN is applied to solve practical problems, such as the study of language problems, speech processing, chess competition procedures. Generating model captures G data distribution of the sample, with a subject distribution (uniform, Gaussian, etc.) to generate a noise sample z a real similar training data, the effect is more ...
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