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facial-verification

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shirozenfeld / siamese-face-recognition

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This project implements a one-shot facial recognition system using Siamese Neural Networks, trained and evaluated on the LFW-a (Labeled Faces in the Wild - aligned) dataset. The network is inspired by Koch et al.'s 2015 paper and is designed to verify whether 2 facial images depict the same person, even when only 1 example per identity is available

deep-learning cnn torch face-recognition metric-learning one-shot-learning siamese-network lfw-dataset few-shot-learning optuna contrastive-learning facial-verification
  • Updated Jul 31, 2025
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