Traffic Sign Recognition - Neural Network & SVM

First Step: Get the Dataset

Dataset Used: https://www.kaggle.com/datasets/meowmeowmeowmeowmeow/gtsrb-german-traffic-sign
If you can't download the dataset on your local pc, you can just download it in colab -> Here You can find how.

Second Step: Work on Building and Trainign the Models

Go To File => TrafficSignModel You will find the model is build using

• ANN
• CNN
• SVM

Third Step: Build Simple GUI using NN Model

Go To File => TrafficSignApp You find the GUI Implementation in TrafficSignGUI.py File To Run this application you need to install the dependencies first using pip like

• numpy
• tkinter
• keras
• tensorflow
• pillow

After that, you can run the TrafficSignGUI.py File and use it like in Demo.

Demo

20230414_172536.mp4