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dog-breed-classifier's Introduction

Dog Breed Classifier

Project done as part of my Machine Learning Nanodegree - Udacity - 2017

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.

# Deep Convolutional Neural Networks # Transfer Learning

Examples of results

On the left: the image to be classified
On the right: an example of an image from the predicted class

That's a dog!
Ground truth 	 	: Dalmatian
Predicted breed 	: Dalmatian

Unknown-2

That's a human!
Predicted breed 	: American_foxhound

Unknown-6

That's a dog!
Ground truth 	 	: Brittany
Predicted breed 	: Brittany

Unknown-3

That's a dog!
Ground truth 	 	: Welsh_springer_spaniel
Predicted breed 	: Welsh_springer_spaniel

Unknown-4

That's a human!
Predicted breed 	: Chesapeake_bay_retriever

Unknown-7

That's a dog!
Ground truth 	 	: Labrador_retriever
Predicted breed 	: Golden_retriever

Unknown-5

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