YannDubs / SSL-Risk-Decomposition

Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".

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Regarding the Imagenet Dataset

ChandayHunt opened this issue · comments

Dear author,
Thank you for your work. Recently when I tried to run bash scripts/run_all.sh, I came across an error like this: ValueError: Imagenet data folder (imagenet256 or imagenet) not found in /data/data. I am trying to download imagenet data but there are so many different ones here. Could you please share how to download and organize data, Please? Thank you!

Hi, the ImageNet folder is the standard ImageNet 2012 Classification Dataset. I'm using the standar torchvision loader so I would recommend following their steps to download the data

Note that bash scripts/run_all.sh is only required to reproduce results. If you want to analyze data or use the models then you don't actually need ImageNet

closing because no response, feel free to reopen if it wasn't clear!