Prototypical Networks for Few-shot Learning

Tensorflow implementation of NIPS 2017 Paper Prototypical Networks for Few-shot Learning.

This code is adopted from

Official implementation of Prototypical Networks in PyTorch (jakesnell/prototypical-networks)
Tensorflow version of the official implementation (abdulfatir/prototypical-networks-tensorflow)
Tutorial by (PacktPublishing/Hands-On-Meta-Learning-with-Python).

How to Run

Download the Omniglot dataset by executing download_omniglot.sh
Run prototypical_networks.py

References

[1] Jake Snell, Kevin Swersky, and Richard S. Zemel. Prototypical networks for few-shot learning

[2] Sudharsan Ravichandiran. Hands-On Meta Learning with Python