BlastAI Capstone Project

A very simple PyTorch notebook project for training and evaluating a traffic sign classification model.

What it does

• loads a small subset of the GTSRB German Traffic Sign dataset
• applies image transforms and prepares training/validation data
• trains a convolutional neural network with PyTorch
• evaluates accuracy on a validation subset

Files

• blast-ai-capstone-project.ipynb - main notebook containing the data loading, training, and evaluation workflow

Notes

• The notebook uses torch, torchvision, numpy, and pandas
• It is intended as a simple capstone example rather than a production application