Heart Face is an app that detects cardiac abnormalities like gallops and murmurs from heart sounds just from a smartphone microphone. The app uses the microphone to record the sounds created by the mechanical movements of the heart. From the recording, the app predicts the probability of an abnormality and notifies the user of potential gallops or murmurs using AI.
| Codebase | Description |
|---|---|
| app | Flutter App |
| fastAPI | fastAPI Backend |
| node | Node.js Backend |
App (frontend)
cupertino_icons: 0.1.2
mic_stream: 0.2.0+2
http: 0.13.1
charts_flutter: 0.10.0
Backend
pydantic==1.8.1
scipy==1.5.4
torch==1.8.1+cu102
fastapi==0.65.2
numpy==1.20.3
You can install Heart Face the following method:
- Clone the Repo and cd into it
git clone https://github.com/kendreaditya/heartface.git cd heartface - Install Dependencies
flutter packages get - Run the app
flutter run
- Implament a Computer Vision (CV) based system for cardiac landmark detection
- Based on the Jugular Notch and Xiphoid Process
- Heart rate algorithm
Whether you have ideas, translations, design changes, code cleaning, or real heavy code changes, help is always welcome. The more is done the better it gets!