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Image-Classification

Dogs vs Cats app Using Deep Learning - CNN from Canvas build on tkinter- GUI

Requirements

  • Python 3.5 +
  • Numpy (+ mkl for Windows)
  • PIL ( pillow )
  • Opencv
  • Keras ( Tensorflow as backend )
  • tkinter ( python GUI )

About Project

  • Trained model on dogs_vs_cats dataset Using CNN (Convolutional Nueral Network)

  • Save model as 'cats_and_dogs_small_2.h5' ( train_digit_recognizer.py )

  • Using tkinter GUI make a canvas and classify image on it

  • Use saved model 'cats_and_dogs_small_2.h5' to predict saved dogs vs cats classification image from canvas

Screenshots

  • Input image

Input

  • Output Image

Output