The CXR Server is a server-side application designed to process chest X-ray images and detect signs of COVID-19 using machine learning. The application is built using Flask, a popular Python web framework, and is hosted on an EC2 AWS instance. The CXR images are stored in an S3 bucket, which is accessed through the application.
The server-side application is hosted on the following website: covidapiss.site
To use the CXR server, send a POST request to the server's API endpoint with a JSON payload containing the image's filename, which is stored on the S3 bucket. The server will respond like covid or not.
import requests
import json
url = 'http://covidxapiss.site/'
filename = 'patient001.jpg'
data = {'filename': filename}
response = requests.post(url, json=data)
if response.status_code == 200:
cxr_detect = response.text
# process the CXR image as required
else:
print('Failed to get CXR image from server.')
Using densenet121 with PEPX design architecture.
Our team is currently working on a research paper
This project is licensed under the MIT License. See the LICENSE file for details.