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Joshua Chick's Projects

manynets icon manynets

A new method for inpainting. Starts by having a neural network take in x amount of pixels and predict the brightness of next pixel (256 separate output nodes) > then a separate network takes in x + 1 to predict brightness > separate network takes in x + 2 > etc... Uses cropped MNIST digits for inpainting.

rsa icon rsa

RSA key pair from two prime numbers.

tripletloss_omniglot icon tripletloss_omniglot

A siamese network that uses triplet loss for one-shot learning. Achieves ~50% accuracy on a 20 character alphabet.

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