Theodorh123/apex-predictrons

This project is an attempt to solve the problem of inadequacy of radiologists, as well as good radiological counsel in Ghana using an artificial intelligence system that leverages the wealth of experience of radiologists all over the world to provide insights into radiological examination. This solution focuses on a few pathologies of the knee. Thus, it seeks to detect as well as predict the occurrence of certain knee pathologies from xray data that is fed to it. # apex-predictrons ```shell This project is an attempt to solve the problem of inadequacy of radiologists, as well as good radiological counsel in Ghana using an artificial intelligence system that leverages the wealth of experience of radiologists all over the world to provide insights into radiological examination. This solution focuses on a few pathologies of the knee. Thus, it seeks to detect as well as predict the occurrence of certain knee pathologies from xray data that is fed it. ``` To get started with this project, kindly follow the instructions below: ## Installation First, clone the repo: ```shell git clone github.com ``` ```shell Be sure to checkout the Development branch and push all your commits there. git pull git checkout Development To add and commit your changes, use git add . git commit -m "Commit message" git push ``` ## Apex-Predictrons System Backend ```shell cd path/to/backend/src python manage.py makemigrations python manage.py migrate python manage.py test python manage.py runserver ``` ## Install React.js globally ```shell sudo npm install -g create-react-app (Mac/Linux users) or npm install -g create-react-app (for Windows users) ``` ## Apex-Predictrons System UI ```shell cd path/to/frontend/src npm install ``` ## Run tests ```shell npm test ``` ## React server for local development ```shell npm start ``` ## Build for production ```shell npm run-script build ``` ## Backend App ```shell Django Rest API with JSON web token(JWT) authentication ``` ## Usage ```shell cd backend pip3 install virtualenv or pip install virtualenv (for Windows users) virtualenv env source env/bin/activate or env/scripts/activate ``` ## Install all the packages from requirements.txt ```shell pip3 or python install -r requirements.txt ``` ## Migrate ```shell python3 or python manage.py makemigrations python3 or python manage.py migrate ``` ## Start the app ```shell python3 or python manage.py runserver ```