公开(公告)号：US20230215162A1

公开(公告)日：2023-07-06

申请号：US17741407

申请日：2022-05-10

Applicant: POSTECH Research and Business Development Foundation

Inventor： Dai Jin KIM ,  Eun Yeong JEON

IPC: G06V10/86 ,  G06V10/82 ,  G06T9/00 ,  G06V10/40 ,  G06V10/774

CPC classification number: G06V10/86 ,  G06V10/82 ,  G06T9/002 ,  G06V10/40 ,  G06V10/7747

Abstract: An apparatus for text-to-image generation which is a self-supervised based on one-stage generative adversarial network and uses a discriminator network that extracts an image feature may comprise: a text encoder that extracts a sentence vector from input text; a discriminator that determines whether or not an image matches the text from the sentence vector and the image input from a generator; and a decoder that is connected to an encoder inside the discriminator, wherein the decoder and the encoder form an autoencoder structure inside the discriminator.