A Preliminary Study on Augmenting Machine Vision Postgraduate Education with ChatGPT: Fostering Learning and Critical Thinking with Advanced Algorithms

This paper presents a pioneering approach to enriching the educational experience in a postgraduate-level machine vision course by integrating ChatGPT, an advanced natural language artificial intelligence (AI) processing model as a tool. Machine vision, a multidisciplinary and rapidly evolving field at the intersection of computer science and image processing, often poses challenges to learners trying to analyse and apply algorithms due to the complexity of comprehending and implementing advanced algorithms. By introducing ChatGPT into the curriculum, students were provided with an interactive, personalized tool to accelerate programming and implementation of advanced machine vision algorithms which allowed them the opportunity to study, apply and analyze these powerful algorithms, promoting both knowledge acquisition and critical thinking skills. In this paper, we discuss the integration process, present case studies demonstrating the advantages of ChatGPT, and outline future directions for this innovative pedagogical approach.