Back to profile.

Cat-Dog Image Classifier

Overview

Disclaimer: This tutorial is highly based off of Francois Chollet's blog post: https://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html

We create a cat vs. dog image classifier using the python deep learning library Keras. Check out this excellent blog post on CNN's by Andrej Karpathy. I would also recommend taking a look at this tutorial by Michael Nielsen for a general overview of neural networks.

Files:

• train_classifier.py
• pre-train_classifier.py
• fine-tune_classifier.py
• MoveFiles.py
• evaluate_classifier.ipynb
• fine-tune_classifier.ipynb
• pre-train_classifier.ipynb
• train_classifier.ipynb

Acknowledgements

• Keras documentation: https://keras.io
• This tutorial is highly based off Francois Chollet's blog post: https://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html

Back to profile.