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DigitRecognizer

Recognize Digits Using Keras and TensorFlow

  1. Load libraries
  2. Load MNIST data
  3. Normalize/centering data
  4. Reshape images
  5. Label encoding to one hot vectors
  6. Split data for cross validation
  7. Create the model
  8. Chose optimizer and annealer
  9. Data augmentation to gather more data
  10. Evaluate the model
  11. Confusion matrix

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Recognize MNIST Digits Using Machine Learning

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