dltlqqns / matching-networks-pytorch

Matching Networks for one shot learning

This is the pytorch implement of Matching Networks for One Shot Learning

Train

If you want to train the model,simply run the code

python mainOmniglot.py 

You can set fce = True if you want use Full Context Embeddings.You can use the follow set in mainOmniglot.py for a 5-way one shot learning.

classes_per_set = 5
samples_per_class = 1

Result

After about 30 epoches,you can achieve about 97% accuracy on train set and 96% on val and test set.

Acknowledgement

This work refer to gitabcworld's implement,detail athttps://github.com/AntreasAntoniou/MatchingNetworks.