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Handwritten Digit Classifier
Draw your own digits, train a CNN to recognize them, and test live predictions in real time.
Python DesktopMachine LearningPyTorchAI
// Screenshots
// Why This Exists
$ Started with just simple tick/cross detection, then thought: If I can classify ticks and crosses, I can classify digits as well, so why not?
// About
A beginner-friendly deep learning project that lets users draw handwritten digits (0-9), create a dataset, train a custom Convolutional Neural Network (DigitNet) using PyTorch, evaluate model performance with accuracy metrics and a confusion matrix, and test the trained model live. Includes tools for data generation and interactive prediction.
// Highlights
- › Custom CNN (DigitNet)
- › Live interactive digit prediction
- › Confusion matrix evaluation