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Given an image of a dog, identify an estimate of the canine’s breed. If an image of a human is supplied, then identify the resembling dog breed.

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mironable/dog-breed-classification

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Dog breed classification

Overview

For this project a pipeline was built that can be used within a web or mobile app to process real-world, user-supplied images. Specifically, given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed. This project was submitted in partial fulfillment of the requirements for the Udacity Machine Learning Nanodegree.

Get started

  • Download the dog dataset. Unzip the folder and place it in this project's home directory, at the location /dog_images.

  • Download the human dataset. Unzip the folder and place it in the home directory, at location /lfw.

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Given an image of a dog, identify an estimate of the canine’s breed. If an image of a human is supplied, then identify the resembling dog breed.

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