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Who is your doppelgänger and more with Keras face recognition

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Golbstein/keras-face-recognition

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  • Dataset:

  • Dependencies

    • Keras 2 (tensorflow backend)
    • open-cv
    • tqdm
    • pandas

  • Model

    • Feature extractor model:Xception
    • Embedding model: FaceNet

    alt text

  • Loss

    Triplet Loss with cosine similarity

    alt textalt text

    Wheref_i is the embedding vector of imagei

  • Recognize celebrities with trained FaceNet model
  • Find out your Doppelgänger
  • Beauty test

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