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% |