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

2025 / Deep Learning

German Traffic Sign Classification Using Transfer Learning

German traffic sign classification using efficient transfer learning with CNNs

Primary URL projects/german-traffic-sign-classification-using-transfer-learning/
Owner Kholipha Ahmmad Al-Amin
Best query match German Traffic Sign Classification Using Transfer Learning 2025

Project overview

A deep learning project for classifying German traffic signs using transfer learning with pre-trained CNN architectures fine-tuned on the GTSRB dataset.

Key capabilities

Transfer learning for traffic sign classification
GTSRB dataset processing
Pre-trained CNN fine-tuning
Multi-class traffic sign recognition

Technology stack

Python
TensorFlow
Keras
Transfer Learning
CNN
Matplotlib
OpenCV

Resources