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Traffic Sign Image Recognition Model

This project is an image recognition model that identifies German road signs using a convolutional neural network built and trained with PyTorch. After playing around with some hyperparameters, the final validation accuracy was around 80%.

Here is a demo of the project being used on a video feed of a drive-around in Berlin.

Convolutional Neural Network Demo