8.1.1.3.1.6. blueoil.datasets.cifar100¶
8.1.1.3.1.6.1. Module Contents¶
8.1.1.3.1.6.1.1. Classes¶
Dataset base class |
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class
blueoil.datasets.cifar100.Cifar100(subset='train', batch_size=100, *args, **kwargs)¶ Bases:
blueoil.datasets.base.BaseDataset base class
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classes= ['apple', 'aquarium_fish', 'baby', 'bear', 'beaver', 'bed', 'bee', 'beetle', 'bicycle', 'bottle', 'bowl', 'boy', 'bridge', 'bus', 'butterfly', 'camel', 'can', 'castle', 'caterpillar', 'cattle', 'chair', 'chimpanzee', 'clock', 'cloud', 'cockroach', 'couch', 'cra', 'crocodile', 'cup', 'dinosaur', 'dolphin', 'elephant', 'flatfish', 'forest', 'fox', 'girl', 'hamster', 'house', 'kangaroo', 'keyboard', 'lamp', 'lawn_mower', 'leopard', 'lion', 'lizard', 'lobster', 'man', 'maple_tree', 'motorcycle', 'mountain', 'mouse', 'mushroom', 'oak_tree', 'orange', 'orchid', 'otter', 'palm_tree', 'pear', 'pickup_truck', 'pine_tree', 'plain', 'plate', 'poppy', 'porcupine', 'possum', 'rabbit', 'raccoon', 'ray', 'road', 'rocket', 'rose', 'sea', 'seal', 'shark', 'shrew', 'skunk', 'skyscraper', 'snail', 'snake', 'spider', 'squirrel', 'streetcar', 'sunflower', 'sweet_pepper', 'table', 'tank', 'telephone', 'television', 'tiger', 'tractor', 'train', 'trout', 'tulip', 'turtle', 'wardrobe', 'whale', 'willow_tree', 'wolf', 'woman', 'worm']¶
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num_classes¶
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extend_dir= CIFAR_100/cifar-100-python¶
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available_subsets= ['train', 'validation']¶
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property
num_per_epoch(self)¶ Returns the number of datas in the data subset.
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_get_image(self, index)¶ Returns numpy array of an image
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_init_images_and_labels(self)¶
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_images_and_labels(self)¶
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_unpickle(self, filename)¶
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_load_data(self, filename)¶
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__getitem__(self, i)¶ Returns the i-th item of the dataset.
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__len__(self)¶ returns the number of items in the dataset.
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