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Traffic Sign Classification Using Deep Learning in Python/Keras

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  • Classify Traffic Signs Using Deep Learning for Self-Driving Cars
    • In this hands-on project, we will train deep learning models known as Convolutional Neural Networks (CNNs) to classify 43 traffic sign images. This project could be practically applied to self-driving cars. In this hands-on project we will go through the following tasks: (1) Import libraries and datasets (2) Images visualization (3) Convert images to gray-scale and perform normalization (4) Build deep learning model (5) Compile and train deep learning model (6) Assess trained model performance