Variational Metric Scaling for Metric-Based Meta-Learning

Dataset

Download the images: https://drive.google.com/open?id=0B3Irx3uQNoBMQ1FlNXJsZUdYWEE Make a folder materials/images and put those images into it.

Requirements

scripy==1.1.0 pytorch==0.4.0

Train

SVS

python train.py

D-SVS

python train_multiscale.py

D-AVS

python train_gen.py

Evaluation

SVS

python test.py --multi False

D-SVS

python test.py --multi True

D-AVS

python test_gen.py

Note

This code is built on https://github.com/cyvius96/prototypical-network-pytorch