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DigitRecognizerCNN - Modernized LeNet-5 Implementation

Description

Implemented and trained a Digit Recognizing Convolutional Neural Network based on the 1998 LeNet-5 model's architecture (as described below) on the MNIST dataset. With my knowledge of the model, I then utilized ChatGPT to generate a window to draw digits and provide a live leaderboard for the most likely digit.

LeNet-5 Architecture

LeNet-Architecture.png

Program Examples

Program Output Examples

Resources