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AI Face Detective model

AI Face Detective model

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@Cozmorry Cozmorry released this 27 Apr 22:00
webapp
b07a7fd

AI Face Detective v1.0.0 🎭

A real-time face detection and emotion recognition application built with React and face-api.js.

✨ Features

  • Real-time Face Detection: Instantly detects faces in your webcam feed
  • Emotion Recognition: Identifies facial expressions and emotions
  • Face Landmarks: Visualizes facial features and landmarks
  • Modern UI: Clean, glass-morphism design with smooth animations
  • Responsive: Works on both desktop and mobile devices

🚀 What's New

  • Improved face detection accuracy with optimized parameters
  • Enhanced error handling and user feedback
  • Better performance with optimized detection intervals
  • Cleaner code structure and improved state management
  • Added detailed logging for better debugging

🛠️ Technical Details

  • Built with React and TypeScript
  • Powered by face-api.js for face detection
  • Uses TinyFaceDetector model for fast and accurate detection
  • Implements face landmarks, expressions, and descriptors
  • Optimized for performance with proper cleanup and resource management

📦 Installation

  1. Clone the repository
  2. Install dependencies: 
    npm install
  3. Start the development server: 
    npm start

🔧 Requirements

  • Modern web browser with camera access
  • WebGL support
  • Camera permissions

🐛 Bug Fixes

  • Fixed model loading issues
  • Improved error handling for camera access
  • Enhanced detection stability
  • Fixed memory leaks in detection intervals

📝 Notes

Make sure all model files are present in the public/models directory before running the application.

🤝 Contributing

Feel free to open issues or submit pull requests for any improvements!

image

Full Changelog: https://github.com/Cozmorry/face-detection/commits/webapp

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@Cozmorry Cozmorry released this 27 Apr 22:40
updates
4e8b6d9

AI Face Detective v1.0.0 🎭

A real-time face detection and emotion recognition application built with React and face-api.js.

✨ Features

  • Real-time Face Detection: Instantly detects faces in your webcam feed
  • Emotion Recognition: Identifies facial expressions and emotions
  • Face Landmarks: Visualizes facial features and landmarks
  • Modern UI: Clean, glass-morphism design with smooth animations
  • Responsive: Works on both desktop and mobile devices

🚀 What's New

  • Improved face detection accuracy with optimized parameters
  • Enhanced error handling and user feedback
  • Better performance with optimized detection intervals
  • Cleaner code structure and improved state management
  • Added detailed logging for better debugging

🛠️ Technical Details

  • Built with React and TypeScript
  • Powered by face-api.js for face detection
  • Uses TinyFaceDetector model for fast and accurate detection
  • Implements face landmarks, expressions, and descriptors
  • Optimized for performance with proper cleanup and resource management

📦 Installation

  1. Clone the repository
  2. Install dependencies: 
    npm install
  3. Start the development server: 
    npm start

🔧 Requirements

  • Modern web browser with camera access
  • WebGL support
  • Camera permissions

🐛 Bug Fixes

  • Fixed model loading issues
  • Improved error handling for camera access
  • Enhanced detection stability
  • Fixed memory leaks in detection intervals

📝 Notes

Make sure all model files are present in the public/models directory before running the application.

🤝 Contributing

Feel free to open issues or submit pull requests for any improvements!

image

Full Changelog: https://github.com/Cozmorry/face-detection/commits/webapp

Full Changelog: https://github.com/Cozmorry/face-detection/commits/updates

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