Henry AI Labs
Siamese Neural Networks clone the same neural network architecture and learn a distance metric on top of these representations. This model architecture is incredibly powerful for tasks such as one-shot classification. This is also a great step towards general artificial intelligence, models that have a sense of object representation learning without needing thousands of labeled images!
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Paper Link: https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf
FloydHub Blog Post (N-Shot Learning): https://blog.floydhub.com/n-shot-learning/
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