Lane detection algorithm for autonomous vehicles using machine learning

• المؤلف الرئيسي: Goh, Terence Wei Liang
• مؤلفون آخرون: Lyu Chen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Machine learning; Python; Pytorch; Lane detection
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177301
• المؤسسة: Nanyang Technological University

Lane detection is a crucial element of any advanced driver assistance system or autonomous driving technology. Developing a robust lane detection system capable of navigating various road conditions, sucis essential. Traditional techniques that rely on image processing and model fitting have demonst...