README.md

PNEUMONIA.ELVNOSIX.COM

A WEB APPLICATION THAT DETECTS SIGNS OF PNEUMONIA FROM CHEST X-RAY SCANS

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Table of Contents

• About the Project
• Demo
• Built With
• License
• Contact

About The Project

pneumonia.elvnosix.com is a simple web application that takes a chest X-ray image as an input and detects signs of Pneumonia infection on that image. That image is fed to a neural network which, if any signs are found, will draw bounding boxes around them and output that image back to the user. This whole process takes between 2-10 seconds on average. This project is mostly just a proof of concept, so the server has not been allocated a lot of resources. Therefore, testing sometimes may result in an error when the neural network uses too much memory. In that case, simply refresh the page and try again, and all should be well!

Demo

Built With

• Yolov4
• OpenCV
• Flask

License

Distributed under the MIT License. See LICENSE for more information.

Contact

• Manjaka Andriamasinoro

• Email: manjaka.andriamasinoro@gmail.com / elvnosix@gmail.com

• LinkedIn: https://www.linkedin.com/in/manjaka-andriamasinoro/

• Project Link: https://github.com/Manjaka97/scrabble-trainer/