Cats-And-Dogs

A web app to classify images of cats and dogs.

Getting Started

In terminal go to the root directory of the project and run :

python3 manage.py runserver

or

python3 manage.py runserver -h HOST

to start the flask development server.

The former will start the flask-server on localhost at port 5000

Go to https://127.0.0.1:5000 to view the homepage.

Prerequisites

Requirements can be found in requirements.txt

To Install dependencies :

pip install -r requirements.txt

In addition to these you will require vgg19 weights fine tuned for classifying cats and dogs. Weights can be downloaded from here. Place the weights (.h5 file) at vgg19/ml/

Built With

• Flask - Backend Framework
• Bootstrap 4 - Frontend Framework
• jQuery - JavaScript Library
• VGG19 Model - Pretrained Weights
• Keras - For Fine Tuning VGG19 Model

Author

• Ayush Tiwari