https://github.com/skysingh04/sleepsense
A ML model that scans the driver for drowsiness and alerts them incase of danger while driving. Alerts are send via Telegram message and audio cue. Also includes various features such as information of where you last fell asleep, analysis of trip, and recommendations based on when you should take rest and when you were most drowsy.
https://github.com/skysingh04/sleepsense
bootstrap5 css flask flask-application html image-processing machine-learning python sleep-analysis
Last synced: about 1 year ago
JSON representation
A ML model that scans the driver for drowsiness and alerts them incase of danger while driving. Alerts are send via Telegram message and audio cue. Also includes various features such as information of where you last fell asleep, analysis of trip, and recommendations based on when you should take rest and when you were most drowsy.
- Host: GitHub
- URL: https://github.com/skysingh04/sleepsense
- Owner: SkySingh04
- License: mit
- Created: 2023-06-24T06:17:57.000Z (almost 3 years ago)
- Default Branch: master
- Last Pushed: 2024-01-01T16:17:38.000Z (over 2 years ago)
- Last Synced: 2025-05-07T20:11:47.689Z (about 1 year ago)
- Topics: bootstrap5, css, flask, flask-application, html, image-processing, machine-learning, python, sleep-analysis
- Language: Python
- Homepage:
- Size: 63.6 MB
- Stars: 1
- Watchers: 1
- Forks: 4
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Awesome Lists containing this project
README
# SleepSense
SleepSense is an innovative solution designed to detect drowsiness in real-time, primarily aimed at preventing accidents caused by drowsy driving incidents. Leveraging a drowsy face detector, it tracks individuals' eyes to determine their drowsiness level and provides real-time audio alerts to prevent accidents. Additionally, it offers a detailed trip report after the journey.
## Key Features
- **Real-Time Drowsiness Detection**: Utilizes a drowsy face detector to track eye movements and assess the level of drowsiness in real-time.
- **Audio Alerts**: Provides immediate audio alerts to wake up drowsy individuals, preventing potential accidents.
- **Trip Report**: Generates a comprehensive trip report post-journey, offering insights into drowsiness levels throughout the trip.
## Contributing
- Please check the [Contributions](https://github.com/Akash-Singh04/SleepSense/blob/master/CONTRIBUTING.md) file for instructions on how to get started with the project on your local system.
- Contributions are welcome! Feel free to fork the repository, make improvements, and create pull requests.
- Please view the list of open issues at [Issues](https://github.com/Akash-Singh04/SleepSense/issues). Any contributions to them are welcome.
## Tech Stack
- **Python Flask**: Backend server framework.
- **HTML, CSS, Bootstrap**: Frontend development and styling.
- **Image Processing**: Utilized for eye tracking and drowsiness assessment.
## Future Scope
SleepSense aims to have two implementations: B2C and B2B. For B2B, a standalone device named SleepSense is planned. For B2C, SleepSense will be extended to a fleet of commercial vehicles, integrating analytics and an admin panel.
## License
Distributed under the [MIT License](LICENSE).
## Team Members
- **Akash** - [akashsingh](https://github.com/Akash-Singh04)
- **Abhyuday** - [abhyudayhari](https://github.com/abhyudayhari)
- **Pragati** - [pragatiRajB](https://github.com/pragatiRajB)
- **Suvan** - [suvanbanerjee](https://github.com/suvanbanerjee)