8.1.1.3.1.5. `blueoil.datasets.cifar10`¶

8.1.1.3.1.5.1. Module Contents¶

8.1.1.3.1.5.1.1. Classes¶

Dataset base class

class blueoil.datasets.cifar10.Cifar10(subset='train', batch_size=100, *args, **kwargs)¶

Bases: blueoil.datasets.base.Base

Dataset base class

classes = ['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck']¶

num_classes¶

extend_dir = CIFAR_10/cifar-10-batches-py¶

available_subsets = ['train', 'validation']¶

property num_per_epoch(self)¶: Returns the number of datas in the data subset.

_get_image(self, index)¶: Returns numpy array of an image

_init_images_and_labels(self)¶

_images_and_labels(self)¶

_unpickle(self, filename)¶

_load_data(self, filename)¶

__getitem__(self, i)¶: Returns the i-th item of the dataset.

__len__(self)¶: returns the number of items in the dataset.