A web app to classify images of cats and dogs.
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.
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/
- Flask - Backend Framework
- Bootstrap 4 - Frontend Framework
- jQuery - JavaScript Library
- VGG19 Model - Pretrained Weights
- Keras - For Fine Tuning VGG19 Model
- Ayush Tiwari