utils.py

MEAN = {'cifar10':  [0.4914, 0.4822, 0.4465],
        'cifar100': [0.5071, 0.4867, 0.4408],
        'svhn':     [0.4376, 0.4437, 0.4728],
        'ucf101':   [0.4995, 0.4988, 0.4998],
        'aircraft': [0.4798, 0.5107, 0.5343],
        'omniglot': [0.0809, 0.0809, 0.0809],
        'dtd':      [0.5269, 0.4702, 0.4239],
        'imagenet': [0.485, 0.456, 0.406],
        'vgg-flowers': [0.4341, 0.3830, 0.2971],
        'cub_200':  [0.485, 0.456, 0.406],
        'stanford-cars':[0.485, 0.456, 0.406],
       'sketches': [0.485, 0.456, 0.406],
       'wikiart': [0.485, 0.456, 0.406],
        }
VAR = {'cifar10':   [0.2023, 0.1994, 0.2010],
       'cifar100':  [0.2675, 0.2565, 0.2761],
       'svhn':      [0.1980, 0.2010, 0.1970],
       'ucf101':    [0.1089, 0.1081, 0.1067],
       'aircraft':  [0.2107, 0.2050, 0.2372],
       'omniglot':  [0.2704, 0.2704, 0.2704],
       'dtd':       [0.2522, 0.2409 , 0.2499],
       'imagenet':  [0.229, 0.224, 0.225],
       'vgg-flowers': [0.2850, 0.2384, 0.2639],
       'cub_200':   [0.229, 0.224, 0.225],
       'stanford-cars': [0.229, 0.224, 0.225],
       'sketches': [0.229, 0.224, 0.225],
       'wikiart': [0.229, 0.224, 0.225],
       }

CLASS_NB = {'cifar10':  10,
       'cifar100':  100,
       'svhn':      10,
       'ucf101':    101,
       'aircraft':  100,
       'omniglot': 1623,
       'dtd':  47,
       'imagenet': 1000,
       'vgg-flowers': 102,
       'nyuv2': 13,
       'cityscapes': 19,
       'cub_200': 200,
       'stanford-cars': 196,
       'wikiart': 195,
       'sketches':250,
}