One-shot Learning

Requirements

pip install emnist
Clone the repo https://github.com/brendenlake/omniglot onto the project folder and unzip the files under omniglot/python

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
classifiers		classifiers
dataloaders		dataloaders
models		models
siamese_network_with_triplet_loss		siamese_network_with_triplet_loss
.gitignore		.gitignore
EMNIST_classifynet_bottleneck_methods.ipynb		EMNIST_classifynet_bottleneck_methods.ipynb
EMNIST_encoder_methods.ipynb		EMNIST_encoder_methods.ipynb
EMNIST_linear_methods.ipynb		EMNIST_linear_methods.ipynb
EMNIST_results.ipynb		EMNIST_results.ipynb
EMNIST_results.pdf		EMNIST_results.pdf
EMNIST_siamese_network_method.ipynb		EMNIST_siamese_network_method.ipynb
EMNIST_siamese_network_methods.ipynb		EMNIST_siamese_network_methods.ipynb
EMNIST_siamese_network_with_triplet_loss_method.ipynb		EMNIST_siamese_network_with_triplet_loss_method.ipynb
LICENSE		LICENSE
README.md		README.md
methods.py		methods.py
note.txt		note.txt
omniglot_linear_and_encoders.ipynb		omniglot_linear_and_encoders.ipynb
omniglot_linear_methods.ipynb		omniglot_linear_methods.ipynb
omniglot_methods.ipynb		omniglot_methods.ipynb
omniglot_siamese_network_with_triplet_loss.ipynb		omniglot_siamese_network_with_triplet_loss.ipynb
reptile.ipynb		reptile.ipynb
siamese_model.tar.gz		siamese_model.tar.gz