TRURAPID COVID-19 Detection Server
This repository is a Python project for TRURAPID COVID strip test detection and classification. The main idea of the project is that it is a flask server that receives input from a web page, then passes this input to two deep learning models to be detected then classified and the final output is returned back to be printed on the web page.
Installation of Dependencies
cd
to the covid_detection_server directorypip install -r requirements.txt
to install the needed python libraries for the project
Downloading Model Files
- Go to this Google Drive link and download all the models in this folder and place them into the
covid_detection_server/models
directory.
Running and Inference
- Give permissions the main shell script to be executable by
chmod +x run_server.sh
- Run by
./run_server.sh
- Go to your browser into
localhost:5000
to open the main web page and test the project
Models Training
Training The Strip Detector Model
~COMING SOON
Training The Strip Classifier Model
~COMING SOON