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PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

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FaceMachine/facenet_pytorch

 
 

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Facenet Implementation in Pytorch

Tasks

  • Align Datasets
  • Implement the correct Triplet Selection from the paper
  • Use the models from the paper

Prepare Dataset

  • Download MSCeleb
  • Extract with extract_msceleb
  • Align with align/align_dataset_mtcnn
  • Clean by using OpenFace representations

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PyTorch implementation of the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering"

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  • Python 100.0%