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-Architecture.png

Program Output Examples

• Digital Ocean's LeNet-5 from Scratch
• MNIST Dataset
• Yann LeCun et al.'s Gradient-Based Learning Applied to Document Recognition