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Autonomous driving vehicles have made advancements in the modern world of research. Tesla is one such example of autonomous driving car. The self-driving cars are designed in such a way that it is capable of handling any situations which humans can handle while driving a car. There are many applications of this autonomous driving vehicle, and one such example is the physically challenged person feeling the safety of driving a car. Without the need of the driver, autonomous cars have proven to be efficient and reduce road traffic accidents. For the complete working of these cars, there are multiple modules that perform different tasks, and one such module is the traffic signboard detection. The present work aims to detect the traffic signboard by using German Traffic Sign Recognition Benchmark (GTSRB) dataset obtained from Kaggle. The Convolutional Neural Network architecture is used to solve the …