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Tensorflow MNIST Classification with PyQt5

Used Tools

  • TensorFlow
  • PyQt5
  • NumPy
  • OpenCV
  • Matplotlib
  • seaborn

Quick Installation

pip install -r requirements.txt

Run Project

python mnist_classifier_ui.py

Features

  • Testing from model test set or external image.
  • User friendly GUI.
  • Digit finding and cuting.

⚠️ For more details and explanations : Report

Model

Layers

Plots

Accuracy Loss
Confusion Matrix

Screenshots

License

MIT