SUN397 - how to run it using fast.ai

I am just wondering how much accuracy will fast.ai library give to this Big Dataset. I am having trouble pre-processing it, especially as it is 36 GB. Any tips? I am not running on my own PC. Will use google colab. Any fast.ai user has tried working on this? any trip would be great. Thanks

https://vision.cs.princeton.edu/projects/2010/SUN/

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