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Add out-of-distribution detection notebook #247

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rajeshgangireddy
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  • Added : Notebook with OOD detection using kNN-based method
  • Added : Few util functions for images
  • Updated : Required libraries are added in requirements-notebooks.txt

@rajeshgangireddy
Out-of-distribution detection notebook
3f26282 
Added out-of-distribution detection notebook (and required functions)
A few required util functions in image.py
@rajeshgangireddy
Updating requirements
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@rajeshgangireddy rajeshgangireddy changed the title Added out-of-distribution detection notebook Add out-of-distribution detection notebook Jun 26, 2023
@rajeshgangireddy rajeshgangireddy marked this pull request as draft June 28, 2023 12:26
@rajeshgangireddy rajeshgangireddy marked this pull request as ready for review June 28, 2023 12:39
ljcornel
ljcornel reviewed Jun 28, 2023
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Thanks for the great new use case! I have reviewed the utility functions that you made, have a few minor comments there. Still have to look at the notebook itself, will do so tomorrow

notebooks/use_cases/utils/image.py Outdated Show resolved Hide resolved
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notebooks/use_cases/utils/image.py Outdated Show resolved Hide resolved
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@rajeshgangireddy
Moved some functions to ood_detect.py, Added new file for augmentatio…
cea65a3 
…ns related functions

Minor changes - moving functions to the right files as suggested
@rajeshgangireddy
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@rajeshgangireddy
Flake formatting
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@ljcornel ljcornel ljcornel left review comments

@laurenshogewegintel laurenshogewegintel Awaiting requested review from laurenshogewegintel

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@rajeshgangireddy @ljcornel