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classes.txt
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Get-PTB-WT2.sh
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ImageNet-100.txt
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split-imagenet.py
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tiny-imagenet.py
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README.md

ImageNet

The class names of ImageNet-1K are in classes.txt.

A 100-class subset of ImageNet-1K : ImageNet-100

The class names of ImageNet-100 are in ImageNet-100.txt.

Run python split-imagenet.py will automatically create ImageNet-100 based on the data of ImageNet-1K. By default, we assume the data of ImageNet-1K locates at ~/.torch/ILSVRC2012. If your data is in a different location, you need to modify line-19 and line-20 in split-imagenet.py.

Tiny-ImageNet

The official website is here. Please run python tiny-imagenet.py to generate the correct format of Tiny ImageNet for training.

PTB and WT2

Run bash Get-PTB-WT2.sh to download the data.