Relation Network - Tensorflow

Unofficial Tensorflow implementation for Relation Network

Paper: Learning to Compare: Relation Network for Few-Shot Learning.

For official pytorch implementation: LearningToCompare_FSL.

Requirements

Python 3

Tensorflow 2.1.0

Data

For mini-Imagenet, please refer to here.

Pretrained models

All models are trained with 50000 episodes.

Experiment	Accuracy
miniImageNet 1-shot	50.06 ± 0.12%
miniImageNet 5-shot	65.34 ± 0.86%

Reference

LearningToCompare_FSL.