Project information

  • Category: Deep and Machine Learning
  • UE: Personal Project
  • Project date: Semester 6, 2024
  • Project code: Github
  • Technology: Python with TensorFlow, Pytorch and Scikit-Learn

Project description :

The GTSRB dataset is a dataset of traffic signs. The goal of this project was to classify the traffic signs using deep learning and machine learning. The dataset contains 43 different classes of traffic signs. The dataset is divided into 39,209 training images and 12,630 testing images. The images are of size 32x32 pixels. The dataset is available on Kaggle. The project was done using Python with TensorFlow, Pytorch and Scikit-Learn