公开(公告)号：US10713821B1

公开(公告)日：2020-07-14

申请号：US16454829

申请日：2019-06-27

Applicant: Amazon Technologies, Inc.

Inventor： Shiv Surya ,  Arijit Biswas ,  Sumit Negi ,  Amrith Rajagopal Setlur

IPC: G06N3/08 ,  G06T11/00 ,  G06T11/20 ,  G06F40/30

Abstract: Techniques are generally described for context aware text-to-image synthesis. First text data comprising a description of an object may be received. A recurrent neural network may determine a first semantic representation data representing the first text data. A generator trained using a first generative adversarial network (GAN) may determine first image data representing the object using the first semantic representation. An encoder of a second GAN may generate a first feature representation of the first image data. The first feature representation may be combined with a projection of the first semantic representation data. A decoder of the second GAN may generate second image data representing the first text data.