Traffic sign classifier based on LeNet CNN model with minor changes to achieve higher accuracy with German Traffic Sign Detection. The project has been written in Python and extensively uses Tensorflow library.
German Traffic Sign Data Set is used in this project. You can download the same here
- Jupyter Notebook
- Pyhton 3.5 >=
- Tensorflow
- Input_Data/: Train/Validation/Test data
- New_Images/: Random Test Images
- Traffic_Sign_Classifier.ipynb: Code
- signnames.csv: Class indices and corresponding names