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Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models
To verify how DNNs understand the relatedness between object classes, we conducted experiments on the image database provided in cognitive psychology.
Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification
In a recent decade, ImageNet has become the most notable and powerful benchmark database in computer vision and machine learning community.
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