Celebrity Look-alike Detector

Demo

Project deployment.

Overview

The Celebrity Look-alike Detector is an innovative project designed to provide users with an entertaining and engaging experience by comparing their facial features to those of celebrities. Leveraging state-of-the-art deep learning models and efficient deployment techniques, the system swiftly analyzes user-provided images to find the closest match among a database of celebrities.

Technologies Used

• YOLOv8-face for face detection.
• FaceNet-512 for facial feature extraction.
• Elasticsearch for storing and querying celebrity facial features.
• Triton serving for efficient model serving.
• FastAPI for web deployment.

Run Locally

Clone the project

  git clone https://github.com/TunggTungg/Celebrity-Look-Alike.git

Go to the project directory

  cd Celebrity-Look-Alike
  docker-compose up --build

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT