A Survey of AI Text-to-Image and AI Text-to-Video Generators
Aditi Singh
Text-to-Image and Text-to-Video AI generation models are revolutionary
technologies that use deep learning and natural language processing (NLP)
techniques to create images and videos from textual descriptions. This paper
investigates cutting-edge approaches in the discipline of Text-to-Image and
Text-to-Video AI generations. The survey provides an overview of the existing
literature as well as an analysis of the approaches used in various studies. It
covers data preprocessing techniques, neural network types, and evaluation
metrics used in the field. In addition, the paper discusses the challenges and
limitations of Text-to-Image and Text-to-Video AI generations, as well as
future research directions. Overall, these models have promising potential for
a wide range of applications such as video production, content creation, and
digital marketing.