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🌵 Siamese Networks

📚 Papers

Signature Verification using a "Siamese" Time Delay Neural Network

Siamese Neural Networks for One-shot Image Recognition

Facenet paper introducing Triplets

Contrastive Loss paper

In defense of Triplet Loss for Person Re-identification

Andrew Ng's Triplet Loss Lecture

Triplet Loss and Online Triplet Mining in TensorFlow


📯 Keras

Implementations: Triplet Loss with Batch Hard sampling and random sampling and Contrastive Loss


⚡ Fastai

Code Credits: Alex Fitts and Radek

Implementations: Triplet Loss with random sampling and Contrastive Loss