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mnist-digit-classifier

mnist-digit-classifier

MNIST Handwritten Digit Classifier

πŸ“Œ Project Overview

This project builds a Deep Learning model using TensorFlow and Keras to classify handwritten digits from the MNIST dataset. The model learns to recognize digits (0–9) from 28x28 grayscale images.

It demonstrates a complete deep learning workflow including data loading, preprocessing, model building, training, and evaluation.


πŸ“‚ Dataset

Dataset: MNIST Handwritten Digits

  • 60,000 training images
  • 10,000 testing images
  • Image size: 28x28 grayscale
  • Classes: Digits 0 to 9

Dataset is loaded directly using Keras:

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