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MNIST Numbers

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MNIST Numbers

Date

Jul 06, 2021

Categories

Data analysis

MNIST Handwritten Recognition

An artificial neural network algorithm that recognizes handwritten numbers was created and an accuracy of 98% was achieved. Precision, recall, f1 score was also used to validate the performance.

Libraries

  • Pandas
  • Numpy
  • Matplotlib
  • TensorFlow, Keras, Scikit-Learn