Index

A

accimage_loader() (in module torchsat.datasets.utils) adjust_brightness() (in module torchsat.transforms.functional)

adjust_contrast() (in module torchsat.transforms.functional) adjust_hue() (in module torchsat.transforms.functional) adjust_saturation() (in module torchsat.transforms.functional)

B

bbox_crop() (in module torchsat.transforms.functional) bbox_hflip() (in module torchsat.transforms.functional) bbox_pad() (in module torchsat.transforms.functional)

bbox_resize() (in module torchsat.transforms.functional) bbox_shift() (in module torchsat.transforms.functional) bbox_vflip() (in module torchsat.transforms.functional)

C

center_crop() (in module torchsat.transforms.functional) CenterCrop (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) classes_sat4 (torchsat.datasets.sat.SAT attribute)

classes_sat6 (torchsat.datasets.sat.SAT attribute) Compose (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) crop() (in module torchsat.transforms.functional)

D

DatasetFolder (class in torchsat.datasets.folder) default_loader() (in module torchsat.datasets.utils) DenseNet (class in torchsat.models.classification.densenet) densenet121() (in module torchsat.models.classification.densenet) densenet161() (in module torchsat.models.classification.densenet) densenet169() (in module torchsat.models.classification.densenet)

densenet201() (in module torchsat.models.classification.densenet) download() (torchsat.datasets.eurosat.EuroSAT method) (torchsat.datasets.nwpu_resisc45.NWPU_RESISC45 method) (torchsat.datasets.patternnet.PatternNet method) (torchsat.datasets.sat.SAT method) download_url() (in module torchsat.datasets.utils)

E

elastic_transform() (in module torchsat.transforms.functional) ElasticTransform (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_seg)

EuroSAT (class in torchsat.datasets.eurosat)

F

flip() (in module torchsat.transforms.functional) forward() (torchsat.models.classification.densenet.DenseNet method) (torchsat.models.classification.inception.Inception3 method) (torchsat.models.classification.mobilenet.MobileNetV2 method) (torchsat.models.classification.resnet.ResNet method) (torchsat.models.classification.vgg.VGG method) (torchsat.models.segmentation.unet.UNetResNet method)

G

gaussian_blur() (in module torchsat.transforms.functional) GaussianBlur (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

gen_bar_updater() (in module torchsat.datasets.utils)

H

has_file_allowed_extension() (in module torchsat.datasets.folder)

hflip() (in module torchsat.transforms.functional)

I

ImageFolder (class in torchsat.datasets.folder) Inception3 (class in torchsat.models.classification.inception)

inception_v3() (in module torchsat.models.classification.inception) is_image_file() (in module torchsat.datasets.folder)

L

Lambda (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

M

make_dataset() (in module torchsat.datasets.folder)

mobilenet_v2() (in module torchsat.models.classification.mobilenet) MobileNetV2 (class in torchsat.models.classification.mobilenet)

N

noise() (in module torchsat.transforms.functional) Normalize (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

normalize() (in module torchsat.transforms.functional) NWPU_RESISC45 (class in torchsat.datasets.nwpu_resisc45)

P

Pad (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

pad() (in module torchsat.transforms.functional) PatternNet (class in torchsat.datasets.patternnet) pil_loader() (in module torchsat.datasets.utils) preserve_channel_dim() (in module torchsat.transforms.functional)

R

RandomBrightness (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomContrast (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomCrop (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomFlip (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomHorizontalFlip (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomNoise (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) RandomResizedCrop (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

RandomRotation (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_seg) RandomShift (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_seg) RandomVerticalFlip (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) Resize (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) resize() (in module torchsat.transforms.functional) resized_crop() (in module torchsat.transforms.functional) ResNet (class in torchsat.models.classification.resnet) resnet101() (in module torchsat.models.classification.resnet) resnet152() (in module torchsat.models.classification.resnet) resnet18() (in module torchsat.models.classification.resnet) resnet34() (in module torchsat.models.classification.resnet) resnet50() (in module torchsat.models.classification.resnet) resnext101_32x8d() (in module torchsat.models.classification.resnet) resnext50_32x4d() (in module torchsat.models.classification.resnet) rotate() (in module torchsat.transforms.functional)

S

SAT (class in torchsat.datasets.sat)

shift() (in module torchsat.transforms.functional)

T

tifffile_loader() (in module torchsat.datasets.utils) to_grayscale() (in module torchsat.transforms.functional) to_pil_image() (in module torchsat.transforms.functional) to_tensor() (in module torchsat.transforms.functional) to_tiff_image() (in module torchsat.transforms.functional) ToGray (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg) torchsat (module) torchsat.datasets (module) torchsat.datasets.eurosat (module) torchsat.datasets.folder (module) torchsat.datasets.nwpu_resisc45 (module) torchsat.datasets.patternnet (module) torchsat.datasets.sat (module) torchsat.datasets.utils (module) torchsat.models (module)

torchsat.models.classification (module) torchsat.models.classification.densenet (module) torchsat.models.classification.inception (module) torchsat.models.classification.mobilenet (module) torchsat.models.classification.resnet (module) torchsat.models.classification.vgg (module) torchsat.models.segmentation (module) torchsat.models.segmentation.unet (module) torchsat.models.utils (module) torchsat.transforms (module) torchsat.transforms.functional (module) torchsat.transforms.transforms_cls (module) torchsat.transforms.transforms_det (module) torchsat.transforms.transforms_seg (module) torchsat.utils (module) ToTensor (class in torchsat.transforms.transforms_cls) (class in torchsat.transforms.transforms_det) (class in torchsat.transforms.transforms_seg)

U

unet101() (in module torchsat.models.segmentation.unet) unet152() (in module torchsat.models.segmentation.unet) unet34() (in module torchsat.models.segmentation.unet) UNetResNet (class in torchsat.models.segmentation.unet)

url (torchsat.datasets.nwpu_resisc45.NWPU_RESISC45 attribute) (torchsat.datasets.patternnet.PatternNet attribute) url_allband (torchsat.datasets.eurosat.EuroSAT attribute) url_rgb (torchsat.datasets.eurosat.EuroSAT attribute)

V

vflip() (in module torchsat.transforms.functional) VGG (class in torchsat.models.classification.vgg) vgg11() (in module torchsat.models.classification.vgg) vgg11_bn() (in module torchsat.models.classification.vgg) vgg13() (in module torchsat.models.classification.vgg)

vgg13_bn() (in module torchsat.models.classification.vgg) vgg16() (in module torchsat.models.classification.vgg) vgg16_bn() (in module torchsat.models.classification.vgg) vgg19() (in module torchsat.models.classification.vgg) vgg19_bn() (in module torchsat.models.classification.vgg)

W

wide_resnet101_2() (in module torchsat.models.classification.resnet)

wide_resnet50_2() (in module torchsat.models.classification.resnet)