VishalRohra / autonomous_car_traffic_sign_classifier

Traffic sign classifier through LeNet Architecture using Tensorflow

Traffic Sign Classifier for Self Driving Cars

Implementation through LeNet Architecture using Tensorflow.

To test it out, download the dataset and change file path respectively.

Try playing around with hyperparameters, or manipulating training data.

ToDo

1. Different architectures
   • AlexNet
   • GoogLeNet
   • ZF Net
   • VGG Net
   • Microsoft ResNet
   • Generative Adversarial Networks
2. Improve
   • Add Dropout or L2 Regularization