Master AI-powered corrosion detection techniques for civil infrastructure using deep learning and computer vision
This course explores the transformative role of artificial intelligence (AI) in detecting and mitigating corrosion in civil infrastructure, such as bridges, tunnels, and buildings. It delves into innovative machine learning techniques, with a focus on convolutional neural networks (CNNs) and generative adversarial networks (GANs), used to analyze and process aerial images captured via drones. By addressing the limitations of traditional manual inspections, the course demonstrates how AI-driven systems can enhance safety, reduce costs, and provide reliable, real-time assessments of structural health.
Participants will gain hands-on insights into:
Through case studies and practical applications, this course equips professionals with the knowledge to implement AI-based solutions for infrastructure health monitoring, aligning with modern smart city initiatives.
Design Edge Institute provides CPD courses tailored for architects and urban planners who are committed to innovation and excellence in their field. Our curriculum covers emerging trends such as AI integration in design, eco-friendly building materials, and urban resilience planning. At Design Edge, we are dedicated to fostering creativity and technical expertise, ensuring our participants stay ahead in the ever-evolving architectural landscape.
Jerry Luo, PhD, PE, is a licensed professional engineer in Ohio, Louisiana, and Texas, with over 15 years of diverse experience spanning higher education, research, and consulting in civil engineering and construction management. Renowned for his expertise in geotechnical engineering, he has published over 60 peer-reviewed research articles, significantly contributing to advancements in geotechnical risk assessment and infrastructure resilience. He also co-authored a widely recognized textbook on soil dynamics. Jerry has actively contributed to the global engineering community by serving on the editorial boards of multiple international journals and as a member of organizing committees for prestigious conferences. His work bridges academic excellence and industry practice, making a tangible impact on critical engineering projects. His dedication to mentorship and innovation reflects his commitment to shaping the next generation of civil engineers and advancing the profession through research, education, and practice.
