GPT‐3‐ and DALL‐E‐Powered Applications
Kuldeep B. Vayadande, Chaitanya Bapusaheb Pednekar, Priya Khune, Vinay Sudhir Prabhavalkar, Varsha R. Dange · 2024
In the new millennium, the advancement of language and image processing technologies has witnessed remarkable progress, and various applications have demonstrated promising results by utilizing sophisticated models such as GPT-3 and DALL-E. This survey paper presents an overview of the recent research and development in GPT-3- and DALL-E-powered applications. The paper first provides a brief introduction to GPT-3 and DALL-E and their capabilities in language and image processing by Artificial Intelligence. It then explores various applications of GPT-3, such as natural language processing, chatbots, question-answering systems, and text generation. The paper highlights the significant impact of GPT-3 in these applications and discusses various challenges that need to be addressed in the future. Next, the paper focuses on DALL-E and its applications in image generation, 3D rendering, and graphics design. The paper highlights how DALL-E has revolutionized the field of computer vision and the impact it has made in the creative industry. The paper also discusses several hybrid models that incorporate both GPT-3 and DALL-E, such as those that generate text and images based on a given prompt. Additionally, the paper discusses ethical considerations related to these advanced models, such as potential biases and misuse of the technology. Finally, the paper concludes by summarizing the current state of research in GPT-3- and DALL-E-powered applications and highlighting future research directions. This survey paper serves as a valuable resource for researchers, developers, and practitioners interested in the latest advancements in language and image processing by Artificial Intelligence and Data Science.