Enhancing road object detection in rainy conditions with generative adversarial networks

• Main Author: Nong, Chunkai
• Other Authors: Soong Boon Hee
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/158410
• Institution: Nanyang Technological University

With the development of autonomous vehicle driving, object detection plays a great role in the application. Thus, the effectiveness and stability of object detector are significant. However, under some bad weather like rain, object detection system relied on camera images does not work well because...