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

• Output Image