VAE hyperparameter optimization in optical flow based OOD detection

• المؤلف الرئيسي: Goh, Ting Qi
• مؤلفون آخرون: Arvind Easwaran
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162812
• المؤسسة: Nanyang Technological University

Autonomous Vehicles (AVs) have developed greatly in terms of technology over the years. While AVs do not commit human errors, they are still able to misidentify images out of algorithmic errors or worse, due to malicious attacks. This is since AVs employ multiple machine learning models that are not...