Content: Deep Learning

Project: Dog breed recognition

Project Overview

In this project, given an image of a dog, the deep learning algorithm (Convolutional Neural Network) will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed. A deep learning pipeline that can be used within a web or mobile app to process real-world, user-supplied images is built.

Install

This project requires Python 3.x and the following Python libraries installed:

• NumPy
• matplotlib
• scikit-learn
• OpenCV
• Keras

You will also need to have software installed to run and execute a Jupyter Notebook

Data

• Dog dataset
• Human dataset