公开(公告)号：US12125125B2

公开(公告)日：2024-10-22

申请号：US17344484

申请日：2021-06-10

申请人： Ping An Technology (Shenzhen) Co., Ltd.

发明人： Yuchuan Gou ,  Qiancheng Wu ,  Minghao Li ,  Bo Gong ,  Mei Han

IPC分类号： G06K9/62 ,  G06F18/213 ,  G06F40/126 ,  G06F40/20 ,  G06F40/279 ,  G06F40/289 ,  G06F40/30 ,  G06N3/02 ,  G06N3/045 ,  G06N3/0475 ,  G06T11/00 ,  G06V10/70 ,  G06V10/82 ,  H04N21/81

CPC分类号： G06T11/00 ,  G06F18/213 ,  G06F40/126 ,  G06F40/20 ,  G06F40/279 ,  G06F40/289 ,  G06F40/30 ,  G06N3/02 ,  G06N3/045 ,  G06N3/0475 ,  G06V10/70 ,  G06V10/768 ,  G06V10/82 ,  H04N21/8153 ,  G06T2207/20084

摘要： A method and device for image generation are provided. The method includes: obtaining a text describing a content of an image to be generated; extracting, using a text encoder, a text feature vector from the text; determining a semantic mask as spatial constraints of the image to be generated; and automatically generating the image using a generative adversarial network (GAN) model according to the semantic mask and the text feature vector.