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clarify imagenet download
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imagenet/README.md

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@@ -6,8 +6,8 @@ This implements training of popular model architectures, such as ResNet, AlexNet
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- Install PyTorch ([pytorch.org](http://pytorch.org))
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- `pip install -r requirements.txt`
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- Download the ImageNet dataset and move validation images to labeled subfolders
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- To do this, you can use the following script: https://raw.githubusercontent.com/soumith/imagenetloader.torch/master/valprep.sh
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- Download the ImageNet dataset from http://www.image-net.org/
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- Then, and move validation images to labeled subfolders, using [the following shell script](https://raw.githubusercontent.com/soumith/imagenetloader.torch/master/valprep.sh)
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## Training
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