Facial Expression
Recognition System

Train a personalized AI model to recognize your unique facial expressions using few-shot learning technology. Record just 4+ expressions and get real-time detection powered by advanced neural networks.

Record Expressions

Capture 4+ different facial expressions (max 10 seconds each)

Train Model

Few-shot learning creates your personalized expression model

Real-Time Detection

Instantly recognize expressions from your live webcam feed

Get Started - Record ExpressionsLive Detection

How It Works

  1. Record Training Data: Capture at least 4 different facial expressions. Each recording can be up to 10 seconds long.
  2. Train Your Model: The system uses few-shot learning (Prototypical Networks) to create a personalized model from your recordings.
  3. Detect in Real-Time: The trained model analyzes your live webcam feed and identifies which expression you're making.

Privacy First

🔒 All processing happens locally in your browser. Your videos and trained model never leave your device. Everything is stored using IndexedDB.

Technical Details

  • Few-Shot Learning: Prototypical Networks for efficient learning from minimal data
  • Feature Extraction: MobileNetV2 pre-trained on ImageNet
  • Face Detection: MediaPipe Face Mesh for robust landmark detection
  • Real-Time Performance: Optimized for 10-15 FPS on modern hardware