hieptran1812 / Covid-and-Abnormal-cough-Detection

Covid and Abnormal cough detection app

Main feature

1. Chatbot - Friendly chatbot system to help answer questions related to the epidemic
2. Covid-19 detection via cough - Predict the probability of infection with Covid - 19 and give advice
3. Abnormal cough detection - Predict your unusual cough and give advice
4. News - Automatically update news from trusted information sources
5. Statistic - Statistical data and epidemic situation in provinces of Vietnam
6. Contribute cough - Contribute coughs to improve the model Machine learning, Deep learning
7. Health Management - Manage prediction results, generate QR codes to share prediction results when going to crowded places

How to test this app

Requirements

Python 3.6.9 or Python 3.7
Pip 21.3.1
Node.js 16.13.0
Npm 8.1.0
Yarn 1.22.17
Expo-cli 4.13.0

Instructions

0. Clone the folder app

git clone 

1. Extract the model file to detect abnormal coughs

cd Api/Abnormal_cough_detection/
unzip saved_model_abnormal_cough.zip

2. Install python package for Abnormal_cough_detection

python3 -m venv /env
source env/bin/activate
pip3 install -r requirements.txt

3. Run Abnormal_cough_detection Api

python3 serve.py

4. Install python package for Covid_detection_and_news

Note that deactivate the old venv and cd to the root directory.

cd Api/Covid_detection_and_news
python3 -m venv /env
source env/bin/activate
pip3 install -r requirements.txt

5. Run Covid_detection_and_news Api

python3 serve.py

6. Make sure npm, yarn and expo have already been installed

npm install expo-cli --global

7. Change directory and install all the needed node_modules package using

cd frontend
yarn

8. Create file .env

API_KEY=AIzaSyCin6OW4ZvaRuktV9jXncBWELKnlF8sSVM
AUTH_DOMAIN=bunchabert.firebaseapp.com
PROJECT_ID=bunchabert
STORAGE_BUCKET=bunchabert.appspot.com
MESSAGING_SENDER_ID=975454195825
APP_ID=1:975454195825:web:67efbda5dbd0c65df20bd0
MEASUREMENT_ID=G-G1PBCMKQX7
CLIENT_EMAIL=[e-mail]
PRIVATE_KEY='-----BEGIN PRIVATE KEY-----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\nL/d8EVrS/YEXoGNxqz1Ttekz\n-----END PRIVATE KEY-----\n'

9. Run app

expo start

10. Notes: After the app runs successfully, you can test either on the simulator or your own smartphone by scanning the QR code on Expo Metro Bundler.