kandrupr / whatsthatdog

Deep learning to classify breeds of dogs

What's That Dog

Image classifcation of dogs to 120 different breeds

Installing

What we are using

• Python 3
• Keras Deep Learning Package
• TensorFlow Machine Learning package and backend for Keras

Python Scripts to clean data. Jupyter Notebook to build model. Since we are using Jupter Notebook, it is easiest to get all package dependences by running:

conda install keras

Progress

Basic model in place with bad results. With the lack of GPUs, looking to AWS to build a model for faster and better results...

Acknowledgments

• Dataset from http://vision.stanford.edu/aditya86/ImageNetDogs/
• Setup and help from https://www.youtube.com/playlist?list=PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL