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Image order in constructed datasets #12

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kiranchari opened this issue Jan 13, 2021 · 4 comments
Open

Image order in constructed datasets #12

kiranchari opened this issue Jan 13, 2021 · 4 comments

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@kiranchari
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Hi,

I am trying to view the constructed datasets (alongside standard CIFAR10) image by image i.e. simultaneously viewing all versions of a particular image. But it appears the constructed datasets contain the images in different orders so I am not able to pull up the same image across different datasets.

Any suggestions?

Thanks,
Kiran

@kiranchari kiranchari changed the title View robustified and corresponding standard images Image order in constructed datasets Jan 13, 2021
@kiranchari
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Hi can you let me know how I can retrieve the ids of the images in the constructed datasets? Thanks

@andrewilyas
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Hi! Unfortunately we have stored all the data from our experiments in archives that are very hard to retrieve. I would recommend running (l2) nearest neighbors in order to match images back to indices.

@kiranchari
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Thanks for the reply @andrewilyas

The datasets appear to be a single file without a train/test split. Do these datasets have a test test that I can run the NN on? (running on the train set would take much longer).

Thanks!

@Asteriajojo
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Asteriajojo commented Jul 17, 2021

@andrewilyas Hi,could you please tell me how to running (l2) nearest neighbors in order to match images back to indices?
If we want to find out in which image the robust feature belongs to,with which two datasets should we compare?Should we do it in original cifar training datasets and robust datasets?Thanks a lot!

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3 participants