Kholipha Ahmmad Al-Amin on kholipha-ahmmad-al-amin.equisaas-bd.com

2025 / Deep Learning

Traffic Signs Classification using CNN

Traffic sign classification using CNNs on GTSRB dataset

Primary URL projects/traffic-signs-classification-using-cnn/
Owner Kholipha Ahmmad Al-Amin
Best query match Traffic Signs Classification using CNN 2025

Project overview

A CNN project for classifying traffic signs using the GTSRB dataset with TensorFlow and Keras, implementing custom CNN architecture for accurate multi-class recognition.

Key capabilities

CNN-based traffic sign classification
GTSRB dataset analysis
Custom CNN architecture design
Model performance optimization

Technology stack

Python
TensorFlow
Keras
CNN
Matplotlib
OpenCV
NumPy

Resources