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Update README.md
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zilunzhang authored May 18, 2020
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Expand Up @@ -25,7 +25,15 @@ To install dependencies:
sudo pip3 install -r requirements.txt
```
## Dataset
Download the *mini*-Imagenet dataset from [Google Drive](https://drive.google.com/open?id=1RGhzbN1C8gPMop6XBtr7a1afx3rmUGK5) or make one following the official procedure in [Matching Networks for One Shot Learning](https://arxiv.org/pdf/1606.04080.pdf) using the category list [Google Drive](https://drive.google.com/file/d/1iBu_Iqt49opXHSUNcTRU2WQas1WICLwQ/view) and [ImageNet-2012](http://www.image-net.org/challenges/LSVRC/2012/) dataset.
For your convenience, you can download the datasets directly from links on the left, or you can make them from scratch following the original splits on the right.

| Dataset | Original Split |
| :-----------: |:----------------:|
| [Mini-ImageNet](https://drive.google.com/open?id=1RGhzbN1C8gPMop6XBtr7a1afx3rmUGK5) | [Matching Networks](https://arxiv.org/pdf/1606.04080.pdf) |
| [Tiered-ImageNet](https://drive.google.com/file/d/1nVGCTd9ttULRXFezh4xILQ9lUkg0WZCG) | [SSL](https://arxiv.org/abs/1803.00676) |
| [CIFAR-FS](https://drive.google.com/file/d/1GjGMI0q3bgcpcB_CjI40fX54WgLPuTpS) | [R2D2](https://arxiv.org/pdf/1805.08136.pdf) |
| [CUB-200-2011](https://github.com/wyharveychen/CloserLookFewShot/tree/master/filelists/CUB) | [Closer Look](https://arxiv.org/pdf/1904.04232.pdf) |


The dataset directory should look like this:
```bash
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