Python CIFAR10DIRTY_TRAIN Examples

Example #1

File: main_half_clean_10_blur_20180906.py Project: byh1321/CIFAR100_Distorted_Channel_Selective

                          transform=transform_test,
                          target_transform=None,
                          download=True)

cifar_test_gaussian_025 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.25_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_016 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.16_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_008 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.08_blur_0.0_test_targets.csv"
)

cifar_train_gaussian_025 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.25_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_016 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.16_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_008 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.08_blur_0.0_train_targets.csv"
)

cifar_test_blur_15 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.0_blur_1.5_test_targets.csv"
)
cifar_test_blur_10 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.0_blur_1.0_test_targets.csv"
)
cifar_test_blur_05 = cifar_dirty_test.CIFAR10DIRTY_TEST(

Example #2

File: main_full_all_20180913.py Project: byh1321/CIFAR100_Distorted_Channel_Selective

                          transform=transform_test,
                          target_transform=None,
                          download=True)

cifar_test_gaussian_015 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.15_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_010 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.1_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_005 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.05_blur_0.0_test_targets.csv"
)

cifar_train_gaussian_015 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.15_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_010 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.1_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_005 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.05_blur_0.0_train_targets.csv"
)

cifar_test_blur_09 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.0_blur_0.9_test_targets.csv"
)
cifar_test_blur_0675 = cifar_dirty_test.CIFAR10DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar10_gaussian_0.0_blur_0.675_test_targets.csv"
)
cifar_test_blur_045 = cifar_dirty_test.CIFAR10DIRTY_TEST(

Example #3

    transforms.ToTensor(),
    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])
transform_test = transforms.Compose([
    transforms.ToTensor(),
    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])
#cifar_train = dset.CIFAR10("./", train=True, transform=transform_train, target_transform=None, download=True)
cifar_test = dset.CIFAR10("./",
                          train=False,
                          transform=transform_test,
                          target_transform=None,
                          download=True)

cifar_train = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/dirtydataset/shrink_cifar10_gaussian_0.0_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_015 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/dirtydataset/shrink_cifar10_gaussian_0.15_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_010 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/dirtydataset/shrink_cifar10_gaussian_0.1_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_005 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/dirtydataset/shrink_cifar10_gaussian_0.05_blur_0.0_train_targets.csv"
)

cifar_train_blur_09 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(
    "/home/yhbyun/dirtydataset/shrink_cifar10_gaussian_0.0_blur_0.9_train_targets.csv"
)
cifar_train_blur_0675 = cifar_dirty_train.CIFAR10DIRTY_TRAIN(