/Face-Recognition-using-One-Shot-Learning

Face Detection and Recognition using One Shot Learning

Primary LanguagePython

Face Detection and Recognition using One Shot Learning

  • Implemented and trained InceptionResnetV1 on custom dataset to generate face embeddings for multi-class classification on Pytorch framework, attaining 96% test accuracy on custom dataset
  • Utilized One Shot Learning for training of model to generate embeddings for face images
  • Evaluated and compared accuracy against Siamese Network trained by reducing contrastive loss to generate feature vectors for faces