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An application for diagnosticians/doctors/people to detect a human cell image is parasitized or uninfected from the disease Malaria using a simple user interface.
Technology Stack:
Flask Framework
Python
JavaScript
jQuery
HTML
CSS
Bootstrap
Other: Google Colaboratory, Microsoft Azure, App Services, Virtual Machines, Azure Kudu
Create a python virtual environment in the directory. For more info, checkout these steps.
Within this directory, install all the libraries depicted in the requirements.txt file
pip install -r requirements.txt
Having installed all the libraries, run app.py file.
python app.py
Open any web browser, type http://127.0.0.1:5000/ in the URL.
About
Trained a Convolutional Neural Network (CNN) model to classify human cell images whether parasitized or uninfected from Malaria. (Microsoft, Future Ready Talent)