jhyuklee / oneshot-siamese

Draft implementation of one-shot classification with Siamese NN

One-shot classification using Siamese Neural Network

A test implementation of one-shot classification task using Siamese neural netowrk.

Requirements

• Install cuda-8.0
• Install cudnn-v5.1
• Install Pytorch 0.4.0
• Python version >= 3.5 is required

Implementation Notes

• Used Omniglot dataset
• Same structure proposed in the paper, Siamese Neural Networks for One-shot Image Recognition
• Only small amount of dataset was used for testing purpose.
• Experimental setups and details might differ from the paper.