# MAML-Pytorch

**Repository Path**: Kkoutianwu/MAML-Pytorch

## Basic Information

- **Project Name**: MAML-Pytorch
- **Description**: Reproduce MAML in Pytorch with omniglot dataset.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-05-27
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# MAML-Pythorch
You can find the omniglot dataset in my repository: [datasets](https://github.com/miguealanmath/Datasets)

These my  best repo performance:

### Omniglot
#### 5-way-1-shot
MAML：$98.7 \pm 0.4\%$

**ours：$97.5\%$**

#### 20-way-1-shot
MAML：$95.8 \pm 0.3\%$

**ours：$84.8\%$**

#### 20-way-5-shot
MAML：$98.9 \pm 0.2\%$

**ours：$94.4\%$**

### miniImageNet

#### 5-way-1-shot
MAML：$48.70 \pm 1.84\%$

**ours：$49.15\%$**

#### 5-way-5-shot
MAML：$63.11 \pm 0.92\%$

**ours：$62.26\%$**