Intelligent Home Security System

Create an intelligent home security system using a combination of machine learning and IoT devices. The system will use cameras with facial recognition and anomaly detection to alert homeowners of potential intruders.

Skills Required:
Programming: Python (for backend and machine learning).
Machine Learning: Experience with TensorFlow or PyTorch for model development.
Computer Vision: Understanding of OpenCV for image processing.
IoT Protocols: MQTT or HTTP for device communication.
Cloud Services: AWS or Google Cloud for data storage and processing.
UI/UX Design: Skills to create a user-friendly mobile app interface.
Networking: Basics of home networking and security.