Classification of Traffic Signs with LeNet-5 CNN

Build and utilize a simple CNN using Keras library

• Check Application on Streamlit: https://share.streamlit.io/andriigoz/traffic_signs_classification
• GitHub repository: https://github.com/AndriiGoz/traffic_signs_classification

In 2015 during my Master Thesis project, I already had to deal with traffic signs. The task was to develop shape descriptors for point clouds representing the signs and thus attempt to classify them by shape. Now when I am hardly trying to understand how Deep Learning and Neural Networks work, why shouldn’t we classify the …

classification cnn convolutional-network image-classification keras lenet-5