Brooks Kushman PC
Method and apparatus for generating training data for human face recognition, device and computer storage medium
The present disclosure provides a method and apparatus for generating training data for human face recognition, a device and a computer storage medium, wherein the method comprises: inputting accessory-not-worn face images into a generative network, to obtain accessory-worn face images; using the accessory-worn face images as second training data for building the human face recognition model; wherein the generative network is a generative network in a generative adversarial network obtained by pre-training with first training data, the first training data including the accessory-not-worn face images and accessory-worn face images corresponding to a same user identifier. In the present disclosure, the accessory-worn face images obtained in a data augmentation manner greatly expand the amount of training data for building the human face recognition model, and thereby improve the recognition accuracy of the accessory-worn face images.
BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.
G G G G G G G G G G G G
G06V G06K G06V G06N G06V G06V G06N G06N G06N G06F G06N G06N
inventional inventional inventional additional inventional inventional inventional inventional inventional inventional inventional additional
Gang Wenxian Tao Jingtuo Renliang
Zhang Liu He Liu Weng