From Code to Care: Creating an Intelligent Fall Detection System with AI | Emergency Alerts

🚨 Intelligent Fall Detection System 🚨

This project combines computer vision and machine learning to create a safety solution that detects falls in real-time and sends emergency alerts to caregivers.

📌 Contact for More Information:
📧 Email: astraai45@gmail.com
📞 Phone [Preferably]: 6301756758, 8639471987


🔍 Project Highlights:

YOLO-based fall detection with high accuracy

Face recognition using DeepFace/Facenet

Twilio SMS alert system integration

Streamlit web interface with admin login

Profile management for multiple users

Optimized frame processing for real-time performance

🛠️ Technologies Used:

Computer Vision: OpenCV, YOLOv8 (Ultralytics)

Face Recognition: DeepFace

Backend: Python, Streamlit

Alert System: Twilio API

Machine Learning: TensorFlow, scikit-learn

⚙️ Key Features:
✅ Real-time fall detection from video/live feed
✅ Face recognition for personalized alerts
✅ Emergency SMS notifications to relatives
✅ User profile management system
✅ Admin login for security
✅ Sound alerts for immediate attention

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