Distillation and self-training in lane detection

• Main Author: Ngo, Jia Wei
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/144600
• Institution: Nanyang Technological University

Techniques such as knowledge distillation and selftraining have seen much research in recent years. These techniques are generalisable and provide performance improvements when applied on most models. Distillation allows a student network, usually with a smaller capacity, to perform similarly to the...