Covid-19-Detection-Using-Transfer-Learning

Covid 19 detection detects patient suffering from coronavirus using their x-ray images.

Transfer Learning

Transfer learning is the reuse of a pre-trained model on a new problem. It's currently very popular in deep learning because it can train deep neural networks with comparatively little data.

Model Used

Efficientnet

EfficientNet is a convolutional neural network architecture and scaling method that uniformly scales all dimensions of depth/width/resolution using a compound coefficient.

Architecture

How to run the project?

1. Clone this repository in your local system.
2. Install all the libraries mentioned in the requirements.txt file with the command pip install -r requirements.txt
3. Open your terminal/command prompt from your project directory run app.py file using command python app.py
4. Go to your browser and type http://127.0.0.1:5000/ in the address bar

Sources of the dataset

covid-19 dataset