Dogs vs Cats

An extracurricular project to train an image classification deep neural network on Tensorflow and Keras to classify the given input image as a Dog or Cat.

Data set used: https://www.kaggle.com/c/dogs-vs-cats

Website

Application Website: http://dogorcat.pythonanywhere.com/

Usage

• Visit the website here.
• Click on Browse button to select an image from your local machine.
• Click on Upload button to upload the selected image on the server.
• Sit back and wait for the prediction.

API

API Endpoint: http://dogorcat.pythonanywhere.com/query

Usage

• Check file api.py for a working example of API.
• Specify URL on the line that states URL = "<URL HERE>"
• Example: URL = "https://i.redd.it/39w0xd9ersxz.jpg"
• Run file to see the result.

Note

This website is hosted on pythonanywhere servers. Some of the image hosting websites are not in the White list of the host.

You may see the message: Pythonanywhere servers will not let us access that URL! :( Please try a different URL., while trying to use the API,

• You can either download the image and upload them here.
• Or you can try to provide URL of image hosted on websites which are listed here.