Python CIFAR100DIRTY_TEST 예제들

예제 #1

    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])

cifar_train = dset.CIFAR100("./",
                            train=True,
                            transform=transform_train,
                            target_transform=None,
                            download=True)
cifar_test = dset.CIFAR100("./",
                           train=False,
                           transform=transform_test,
                           target_transform=None,
                           download=True)

cifar_test_gaussian_025 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.25_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_016 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.16_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_015 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.15_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_010 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.1_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_008 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.08_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_005 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180614_cifar_VGG16/cifar100_gaussian_0.05_blur_0.0_test_targets.csv"

예제 #2

파일: main_half_clean_half_blur_fixed.py 프로젝트: byh1321/CIFAR100_Distorted_Channel_Selective

    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])

cifar_train = dset.CIFAR100("./",
                            train=True,
                            transform=transform_train,
                            target_transform=None,
                            download=True)
cifar_test = dset.CIFAR100("./",
                           train=False,
                           transform=transform_test,
                           target_transform=None,
                           download=True)

cifar_test_gaussian_025 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180606_cifar100_VGG16/cifar100_gaussian_0.25_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_016 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180606_cifar100_VGG16/cifar100_gaussian_0.16_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_008 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/180606_cifar100_VGG16/cifar100_gaussian_0.08_blur_0.0_test_targets.csv"
)

cifar_train_gaussian_025 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/180606_cifar100_VGG16/cifar100_gaussian_0.25_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_016 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/180606_cifar100_VGG16/cifar100_gaussian_0.16_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_008 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(

예제 #3

파일: main_FS3.py 프로젝트: byh1321/CIFAR100_Distorted_Channel_Selective

    transforms.ToTensor(),
    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])

cifar_train = dset.CIFAR100("/home/yhbyun/Dataset/CIFAR100/",
                            train=True,
                            transform=transform_train,
                            target_transform=None,
                            download=True)
cifar_test = dset.CIFAR100("/home/yhbyun/Dataset/CIFAR100/",
                           train=False,
                           transform=transform_test,
                           target_transform=None,
                           download=True)

cifar_test_G1 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level1_test_targets.csv")
cifar_test_G2 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level2_test_targets.csv")
cifar_test_G3 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level3_test_targets.csv")
cifar_train_G1 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level1_train_targets.csv")
cifar_train_G2 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level2_train_targets.csv")
cifar_train_G3 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/Dataset/mhha/cifar100_noise_level3_train_targets.csv")

cifar_test_B1 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/Dataset/mhha/cifar100_blur_level1_test_targets.csv")
cifar_test_B2 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/Dataset/mhha/cifar100_blur_level2_test_targets.csv")

예제 #4

    transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])
])

cifar_train = dset.CIFAR100("./",
                            train=True,
                            transform=transform_train,
                            target_transform=None,
                            download=True)
cifar_test = dset.CIFAR100("./",
                           train=False,
                           transform=transform_test,
                           target_transform=None,
                           download=True)

cifar_test_gaussian_025 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/CIFAR100_Distorted_Channel_Selective/cifar100_VGG16/cifar100_gaussian_0.25_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_016 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/CIFAR100_Distorted_Channel_Selective/cifar100_VGG16/cifar100_gaussian_0.16_blur_0.0_test_targets.csv"
)
cifar_test_gaussian_008 = cifar_dirty_test.CIFAR100DIRTY_TEST(
    "/home/yhbyun/CIFAR100_Distorted_Channel_Selective/cifar100_VGG16/cifar100_gaussian_0.08_blur_0.0_test_targets.csv"
)

cifar_train_gaussian_025 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/CIFAR100_Distorted_Channel_Selective/cifar100_VGG16/cifar100_gaussian_0.25_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_016 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(
    "/home/yhbyun/CIFAR100_Distorted_Channel_Selective/cifar100_VGG16/cifar100_gaussian_0.16_blur_0.0_train_targets.csv"
)
cifar_train_gaussian_008 = cifar_dirty_train.CIFAR100DIRTY_TRAIN(