This model can classify over 43 different traffic signs with a validation accuracy of around 99%.
Use Google Colab for running the model
The following libraries are required to run the code. But if you are using Google Colab, use need not install these libraries.
numpy
matplotlib
OpenCV
tensorflow
Keras
Pickle
Random
Pandas
Requests
Pillow
Run every cell of the notebook. Feel free to modify the code to match your needs.
You can try it with a different dataset containing more classes of signs and change the parameters.
You can try different preprocessing methods for better accuracy.
