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# :cactus: Siamese Networks

### :books: Papers

[Signature Verification using a "Siamese" Time Delay Neural Network](https://papers.nips.cc/paper/769-signature-verification-using-a-siamese-time-delay-neural-network.pdf)

[Siamese Neural Networks for One-shot Image Recognition](https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf)

[Facenet paper introducing Triplets](https://arxiv.org/abs/1503.03832)

[Contrastive Loss paper](http://yann.lecun.com/exdb/publis/pdf/hadsell-chopra-lecun-06.pdf)

[In defense of Triplet Loss for Person Re-identification](https://arxiv.org/abs/1703.07737)

[Andrew Ng's Triplet Loss Lecture](https://www.coursera.org/learn/convolutional-neural-networks/lecture/HuUtN/triplet-loss)

[Triplet Loss and Online Triplet Mining in TensorFlow](https://omoindrot.github.io/triplet-loss)

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### :postal_horn: Keras

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

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### :zap: Fastai

Code Credits: [Alex Fitts](http://afitts.github.io/2018/12/03/humpback-siamese/) and [Radek](https://github.com/radekosmulski/whale/blob/master/siamese_network_prototype.ipynb)

Implementations: Triplet Loss with random sampling and Contrastive Loss

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