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I'd be curious to see whether the network used has similar issues to the ones explored here:

http://www.evolvingai.org/fooling

for recognizing ImageNet images.



I believe this problem is common to many types of machine learning classifiers (not even just neural nets). See the discussion here https://news.ycombinator.com/item?id=8721650




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