Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems

• Published in: International Conference on Distributed Computing in Sensor Systems and workshops (Online) pp. 302 - 308
• Main Authors: Siniosoglou, Ilias, Sarigiannidis, Panagiotis, Spyridis, Yannis, Khadka, Anish, Efstathopoulos, Georgios, Lagkas, Thomas
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2021
• Subjects: Anomaly Detection; Autoencoder; Federated Learning; Image classification; Image synthesis; Traffic Sign Detection; Traffic Sign Recognition

Traffic sign recognition (TSR) is a key aspect involved in the development of robust automated transportation systems. It inherently involves the task of traffic sign detection (TSD), which can be challenging due to traffic signs often being subject to deterioration or occlusion, caused by various e...