Description of Invention
Traffic sign recognition plays a crucial role in the functioning of autonomous vehicles. Machine learning techniques are used to train and test models on traffic sign data. The goal is to achieve a high level of accuracy in recognizing traffic signs, which will contribute to the development of smarter autonomous cars and improve driver safety through advanced driver alert systems. Leading technology companies, like Microsoft, Tesla, and Ford, are investing in the development of autonomous vehicles. However, the recent rise in the number of reported car crashes involving autonomous vehicles, highlights the need for advanced and accurate machine learning algorithms.