Patent ID: 11935326
Assignee: SICHUAN UNIVERSITY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The face recognition method according to claim 8, wherein
the adding operation comprises: setting a maximum adding number of the convolutional layers, a maximum adding number of the pooling layers, and a maximum adding number of the fully-connected layers, respectively; and randomly adding an identical network structure layer in front of the convolutional layers, the pooling layers or the fully-connected layers until a number of added convolutional layers, a number of added pooling layers, and a number of added fully-connected layers reach the maximum adding number of the convolutional layers, the maximum adding number of the pooling layers, and the maximum adding number of the fully-connected layers, respectively;
the deleting operation comprises: setting a minimum retaining number of the convolutional layers, a minimum retaining number of the pooling layers, and a minimum retaining number of the fully-connected layers, respectively; and randomly deleting a plurality of convolutional layers, a plurality of pooling layers or a plurality of fully-connected layers; and
the modifying operation comprises: randomly modifying parameters of a plurality of network structure layers according to a polynomial mutation algorithm.