I'll create a real-time emotion detection app that uses your webcam and AI to analyze facial expressions. Let me build this for you.

Now I'll create a real-time emotion detection app with webcam integration and AI-powered emotion analysis.

I've built a complete real-time emotion detection app that uses your webcam and AI to analyze facial expressions. The app captures video frames every 2 seconds, sends them to an AI model via the custom endpoint, and displays detected emotions like Happy, Sad, Angry, Surprised, and more with confidence levels. It features a clean interface with webcam controls, real-time analysis indicators, and detailed emotion breakdowns. The AI analyzes facial features and provides instant feedback on the detected emotional state.

All tasks are now complete. I've successfully built the complete real-time emotion detection app with all three components: the webcam-enabled emotion detector component, the AI-powered API route for analyzing facial expressions, and the main page that brings everything together. The app is ready to use - just click "Start Detection" to begin analyzing emotions in real-time.