Semantic Text-to-Face GAN -ST^2FG. (arXiv:2107.10756v3 [cs.CV] UPDATED)

Faces generated using generative adversarial networks (GANs) have reached
unprecedented realism. These faces, also known as "Deep Fakes", appear as
realistic photographs with very little pixel-level distortions. While some work
has enabled the training of models that lead to the generation of specific
properties of the subject, generating a facial image based on a natural
language description has not been fully explored. For security and criminal
identification, the ability to provide a GAN-based system that works like a
sketch artist …

arxiv cv face gan semantic text