A Machine Learning based -Heart Disease Prediction -Diabeties Prediction -Pneumonia Prediction using Image
To run and test:
- Create a virtual environment and move to it.
-
pip install -r requirements.txt
sudo chmod +x runmac.sh
./runmac.sh
./runwindows.bat
The model was trained using Support Vector Machine ML algorithm, and the data was collected from kaggle.com
This project was done in collaboration with @muzzlol as a part of PAI course assignment project
⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⠿⠿⢿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿ ⣿⣿⣿⣿⣿⣿⣿⠛⢩⣴⣶⣶⣶⣌⠙⠫⠛⢋⣭⣤⣤⣤⣤⡙⣿⣿⣿⣿⣿⣿ ⣿⣿⣿⣿⣿⡟⢡⣾⣿⠿⣛⣛⣛⣛⣛⡳⠆⢻⣿⣿⣿⠿⠿⠷⡌⠻⣿⣿⣿⣿ ⣿⣿⣿⣿⠏⣰⣿⣿⣴⣿⣿⣿⡿⠟⠛⠛⠒⠄⢶⣶⣶⣾⡿⠶⠒⠲⠌⢻⣿⣿ ⣿⣿⠏⣡⢨⣝⡻⠿⣿⢛⣩⡵⠞⡫⠭⠭⣭⠭⠤⠈⠭⠒⣒⠩⠭⠭⣍⠒⠈⠛ ⡿⢁⣾⣿⣸⣿⣿⣷⣬⡉⠁⠄⠁⠄⠄⠄⠄⠄⠄⠄⣶⠄⠄⠄⠄⠄⠄⠄⠄⢀ ⢡⣾⣿⣿⣿⣿⣿⣿⣿⣧⡀⠄⠄⠄⠄⠄⠄⠄⢀⣠⣿⣦⣤⣀⣀⣀⣀⠄⣤⣾ ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣷⣶⣶⡶⢇⣰⣿⣿⣟⠿⠿⠿⠿⠟⠁⣾⣿⣿ ⣿⣿⣿⣿⣿⣿⣿⡟⢛⡛⠿⠿⣿⣧⣶⣶⣿⣿⣿⣿⣿⣷⣼⣿⣿⣿⣧⠸⣿⣿ ⠘⢿⣿⣿⣿⣿⣿⡇⢿⡿⠿⠦⣤⣈⣙⡛⠿⠿⠿⣿⣿⣿⣿⠿⠿⠟⠛⡀⢻⣿ ⠄⠄⠉⠻⢿⣿⣿⣷⣬⣙⠳⠶⢶⣤⣍⣙⡛⠓⠒⠶⠶⠶⠶⠖⢒⣛⣛⠁⣾⣿ ⠄⠄⠄⠄⠄⠈⠛⠛⠿⠿⣿⣷⣤⣤⣈⣉⣛⣛⣛⡛⠛⠛⠿⠿⠿⠟⢋⣼⣿⣿ ⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠈⠉⠉⣻⣿⣿⣿⣿⡿⠿⠛⠃⠄⠙⠛⠿⢿⣿ ⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⢬⣭⣭⡶⠖⣢⣦⣀⠄⠄⠄⠄⢀⣤⣾⣿ ⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⠄⢰⣶⣶⣶⣾⣿⣿⣿⣿⣷⡄⠄⢠⣾⣿⣿⣿