covid-net-backend

This is a simple project to serve an API to covid-net app.

This project is using COVID-Net, links below:

Paper Code

To run this project, first is necessary to download the pretrained model in the below link:

Pretrained model

Clone this project and extract the downloaded pretrained model and put it in models. You must have the following in covid-net-backend/app/models :

  - COVIDNet-CXR-Large
    - savedModel
      - variables
        - variables.data-00000-of-00001
        - variables.index
      - saved_model.pb
    - checkpoint
    - model.meta 
    - model-8485.data-00000-of-00001
    - model-8485.index

Install dependencies:

pip3 install -r requirements.txt

Run:

python3 app.py

Send an image in form-data, with key as file, to the below endpoint:

/api/v1/covid-inference