So what the process for handling misclassification? http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012_val_00042717.JPEG http://cs.stanford.edu/people

So what the process for handling misclassification? http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012_val_00042717.JPEG http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012... is definitely a grand piano not an upright which is the "official" answer. Edit: http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012_val_00042797.JPEG http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012... is also misclassified. There isn't a bee house there. Closest thing is a barbecue. Edit 2: http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012_val_00042836.JPEG http://cs.stanford.edu/people/karpathy/ilsvrc/val/ILSVRC2012... appears to be a building based on scaling clues.