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UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
https://ml-nexus.vercel.app/
MIT License
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Feature request "Implement Drowsiness Detection to Enhance Driver Safety" #69

Closed praveenarjun closed 1 month ago

praveenarjun commented 2 months ago

I would like to add a drowsiness detection system that monitors the driver's eye closure duration, yawning frequency, and head position to determine their level of alertness. When signs of drowsiness are detected, the system should alert the driver.

Describe alternatives you've considered Alternatives include using wearable devices to monitor driver alertness or integrating with existing car safety systems. However, these alternatives may require additional hardware and may not be as accessible as a built-in feature.

Approach to be followed (optional)

Develop a machine learning model to recognize signs of drowsiness from video input.
Integrate the model into the application to continuously monitor the driver.
Implement an alert system to notify the driver when drowsiness is detected.

Additional context This feature will be particularly beneficial for long-distance truck drivers and others who spend extended periods driving. Reducing drowsiness-related accidents can save lives and improve overall road safety.

2-Figure1-1

github-actions[bot] commented 2 months ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. Your contributions are highly appreciated! 😊

praveenarjun commented 2 months ago

add labels like gsoc and hacktober

UppuluriKalyani commented 2 months ago

@praveenarjun Proceed!

praveenarjun commented 2 months ago

I made a pull request pls make a look on it the branch is drowsiness detection and give me labels for the work

praveenarjun commented 2 months ago

If any Issue or change need to be done make a comment

github-actions[bot] commented 1 month ago

Hello @praveenarjun! Your issue #69 has been closed. Thank you for your contribution!