Conv3x3 (64)
Conv3x3 (64)
MaxPool
Conv3x3 (128)
Conv3x3 (128)
MaxPool
Conv3x3 (256)
Conv3x3 (256)
Conv3x3 (256)
Conv3x3 (256)
MaxPool
Conv3x3 (512)
Conv3x3 (512)
Conv3x3 (512)
Conv3x3 (512)
MaxPool
Conv3x3 (512)
Conv3x3 (512)
Conv3x3 (512)
Conv3x3 (512)
MaxPool
Fully Connected (4096)
Fully Connected (4096)
Fully Connected (1000)
SoftMax
Dataset Link
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.
What things you need to install the software and how to install them
pip install --upgrade tensorflow
pip install --upgrade numpy
First clone the repository
git clone https://github.com/madscientistCS/VGG19-to-diagnose-COVID-19-in-X-Ray-images.git
run train
cd .\src\CNN\vgg19.py\
python .\vgg19.py
predict run train
python .\predict.py
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.