Face analysis device and method
A parsing method and face technology, applied in the field of facial parsing equipment, can solve the problems of network training decline, lack of prior information, and difficulty in reaching the network, achieving the effects of easy network optimization, broad application prospects, and reduced model size
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[0060] Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings. The face analysis device and face analysis method of the present invention can be applied to analyze various facial structures (such as human faces, computer virtual faces, animal faces), but for the sake of convenience, only human faces are described below as examples.
[0061] First, introduce the residual and residual network.
[0062] The residual is the difference between the input and the estimated value (fitted value). The output of the residual unit is obtained by adding the cascaded output and input elements of multiple convolutional layers (ensure that the output of the convolutional layer and the input element have the same dimensions), and then are activated by ReLU (modified linear unit). By cascading this structure, a residual network is obtained.
[0063] figure 1 It is a block diagram schematically showing a face analysis device according to an embodi...
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