Index

A

add_label_fields_to_data() (DataProcessor method) add_targets() (BaseCompose method) (BasicTransform method) angle_2pi_range() (in module dicaugment.augmentations.utils) angle_to_2pi_range() (in module dicaugment.core.keypoints_utils) apply() (BasicTransform method) (BBoxSafeRandomCrop method) (Blur method) (CenterCrop method) (CoarseDropout method) (Crop method) (CropAndPad method) (Downscale method) (Equalize method) (Flip method) (FromFloat method) (GaussianBlur method) (GaussNoise method) (GridDropout method) (HorizontalFlip method) (InvertImg method) (LongestMaxSize method) (MedianBlur method) (NoOp method) (Normalize method) (NPSNoise method) (PadIfNeeded method) (PixelDropout method) (Posterize method) (RandomBrightnessContrast method) (RandomCrop method) (RandomCropFromBorders method) (RandomCropNearBBox method) (RandomGamma method) (RandomRotate90 method) (RandomScale method) (RandomSizedBBoxSafeCrop method) (RescaleSlopeIntercept method) (Resize method) (Rotate method) (SetPixelSpacing method) (Sharpen method) (ShiftScaleRotate method) (SliceFlip method) (SmallestMaxSize method) (ToFloat method) (ToPytorch method) (ToTensorflow method) (Transpose method) (UnsharpMask method) (VerticalFlip method) apply_to_bbox() (BBoxSafeRandomCrop method) (CenterCrop method) (Crop method) (CropAndPad method) (DualTransform method) (Flip method) (HorizontalFlip method) (LongestMaxSize method) (NoOp method) (PadIfNeeded method) (PixelDropout method) (RandomCrop method) (RandomCropFromBorders method) (RandomCropNearBBox method) (RandomRotate90 method) (RandomScale method) (Resize method) (Rotate method) (SetPixelSpacing method) (ShiftScaleRotate method) (SliceFlip method) (SmallestMaxSize method) (Transpose method) (VerticalFlip method)

apply_to_bboxes() (DualTransform method) apply_to_dicom() (DualTransform method) (LongestMaxSize method) (RandomScale method) (RescaleSlopeIntercept method) (Resize method) (SetPixelSpacing method) (ShiftScaleRotate method) (SmallestMaxSize method) (Transpose method) apply_to_keypoint() (CenterCrop method) (Crop method) (CropAndPad method) (DualTransform method) (Flip method) (HorizontalFlip method) (LongestMaxSize method) (NoOp method) (PadIfNeeded method) (PixelDropout method) (RandomCrop method) (RandomCropFromBorders method) (RandomCropNearBBox method) (RandomRotate90 method) (RandomScale method) (Resize method) (Rotate method) (SetPixelSpacing method) (ShiftScaleRotate method) (SliceFlip method) (SmallestMaxSize method) (Transpose method) (VerticalFlip method) apply_to_keypoints() (CoarseDropout method) (DualTransform method) apply_to_mask() (CoarseDropout method) (CropAndPad method) (DualTransform method) (GridDropout method) (NoOp method) (PadIfNeeded method) (PixelDropout method) (RandomCropFromBorders method) (Rotate method) (ShiftScaleRotate method) (ToPytorch method) (ToTensorflow method) apply_to_masks() (DualTransform method) (ToPytorch method) (ToTensorflow method) apply_with_params() (BasicTransform method)

B

BACK_BOTTOM_LEFT (PadIfNeeded.PositionType attribute) BACK_BOTTOM_RIGHT (PadIfNeeded.PositionType attribute) BACK_TOP_LEFT (PadIfNeeded.PositionType attribute) BACK_TOP_RIGHT (PadIfNeeded.PositionType attribute) BaseCompose (class in dicaugment.core.composition) BasicTransform (class in dicaugment.core.transforms_interface) bbox_center_crop() (in module dicaugment.augmentations.crops.functional) bbox_crop() (in module dicaugment.augmentations.crops.functional) bbox_flip() (in module dicaugment.augmentations.geometric.functional) bbox_hflip() (in module dicaugment.augmentations.geometric.functional) bbox_random_crop() (in module dicaugment.augmentations.crops.functional)

bbox_rot90() (in module dicaugment.augmentations.geometric.functional) bbox_rotate() (in module dicaugment.augmentations.geometric.functional) bbox_shift_scale_rotate() (in module dicaugment.augmentations.geometric.functional) bbox_transpose() (in module dicaugment.augmentations.geometric.functional) bbox_vflip() (in module dicaugment.augmentations.geometric.functional) bbox_zflip() (in module dicaugment.augmentations.geometric.functional) BboxParams (class in dicaugment.core.bbox_utils) BboxProcessor (class in dicaugment.core.bbox_utils) BBoxSafeRandomCrop (class in dicaugment.augmentations.crops.transforms) Blur (class in dicaugment.augmentations.blur.transforms) blur() (in module dicaugment.augmentations.blur.functional) brightness_contrast_adjust() (in module dicaugment.augmentations.functional)

C

calculate_bbox_area_volume() (in module dicaugment.core.bbox_utils) call_backup (BasicTransform attribute) CENTER (PadIfNeeded.PositionType attribute) center_crop() (in module dicaugment.augmentations.crops.functional) CenterCrop (class in dicaugment.augmentations.crops.transforms) check() (BboxProcessor method) (DataProcessor method) (KeypointsProcessor method) check_and_convert() (DataProcessor method) check_bbox() (in module dicaugment.core.bbox_utils) check_bboxes() (in module dicaugment.core.bbox_utils) check_keypoints() (in module dicaugment.core.keypoints_utils) check_range() (CoarseDropout method) clamping_crop() (in module dicaugment.augmentations.crops.functional) clip() (in module dicaugment.augmentations.utils) clipped() (in module dicaugment.augmentations.utils) CoarseDropout (class in dicaugment.augmentations.dropout.coarse_dropout) Compose (class in dicaugment.core.composition) convert_bbox_from_dicaugment() (in module dicaugment.core.bbox_utils) convert_bbox_to_dicaugment() (in module dicaugment.core.bbox_utils)

convert_bboxes_from_dicaugment() (in module dicaugment.core.bbox_utils) convert_bboxes_to_dicaugment() (in module dicaugment.core.bbox_utils) convert_from_dicaugment() (BboxProcessor method) (DataProcessor method) (KeypointsProcessor method) convert_keypoints_from_dicaugment() (in module dicaugment.core.keypoints_utils) convert_keypoints_to_dicaugment() (in module dicaugment.core.keypoints_utils) convert_to_dicaugment() (BboxProcessor method) (DataProcessor method) (KeypointsProcessor method) convolve() (in module dicaugment.augmentations.functional) Crop (class in dicaugment.augmentations.crops.transforms) crop() (in module dicaugment.augmentations.crops.functional) crop_and_pad() (in module dicaugment.augmentations.crops.functional) crop_and_pad_bbox() (in module dicaugment.augmentations.crops.functional) crop_and_pad_keypoint() (in module dicaugment.augmentations.crops.functional) crop_bbox_by_coords() (in module dicaugment.augmentations.crops.functional) crop_keypoint_by_coords() (in module dicaugment.augmentations.crops.functional) CropAndPad (class in dicaugment.augmentations.crops.transforms) cutout() (in module dicaugment.augmentations.dropout.functional)

D

DataProcessor (class in dicaugment.core.utils) default_data_name (BboxProcessor property) (DataProcessor property) (KeypointsProcessor property) denormalize_bbox() (in module dicaugment.core.bbox_utils) denormalize_bboxes() (in module dicaugment.core.bbox_utils) dicaugment.augmentations.blur.functional module dicaugment.augmentations.blur.transforms module dicaugment.augmentations.crops.functional module dicaugment.augmentations.crops.transforms module dicaugment.augmentations.dicom.functional module dicaugment.augmentations.dicom.transforms module dicaugment.augmentations.dropout.coarse_dropout module dicaugment.augmentations.dropout.functional module dicaugment.augmentations.dropout.grid_dropout module dicaugment.augmentations.functional module dicaugment.augmentations.geometric.functional module dicaugment.augmentations.geometric.resize module

dicaugment.augmentations.geometric.rotate module dicaugment.augmentations.geometric.transforms module dicaugment.augmentations.transforms module dicaugment.augmentations.utils module dicaugment.core.bbox_utils module dicaugment.core.composition module dicaugment.core.keypoints_utils module dicaugment.core.serialization module dicaugment.core.transforms_interface module dicaugment.core.utils module dicaugment.pytorch.functional module dicaugment.pytorch.transforms module dicaugment.tensorflow.transforms module dicom_scale() (in module dicaugment.augmentations.dicom.functional) Downscale (class in dicaugment.augmentations.transforms) downscale() (in module dicaugment.augmentations.functional) Downscale.Interpolation (class in dicaugment.augmentations.transforms) DualTransform (class in dicaugment.core.transforms_interface)

E

ensure_contiguous() (in module dicaugment.augmentations.utils) ensure_data_valid() (BboxProcessor method) (DataProcessor method) (KeypointsProcessor method)

ensure_transforms_valid() (DataProcessor method) Equalize (class in dicaugment.augmentations.transforms) equalize() (in module dicaugment.augmentations.functional)

F

fill_applied() (ReplayCompose method) fill_value (BasicTransform attribute) fill_with_params() (ReplayCompose method) filter() (BboxProcessor method) (DataProcessor method) (KeypointsProcessor method) filter_bboxes() (in module dicaugment.core.bbox_utils) filter_bboxes_by_visibility() (in module dicaugment.core.bbox_utils) filter_keypoints() (in module dicaugment.core.keypoints_utils)

Flip (class in dicaugment.augmentations.geometric.transforms) format_args() (in module dicaugment.core.utils) from_dict() (in module dicaugment.core.serialization) from_float() (in module dicaugment.augmentations.functional) FromFloat (class in dicaugment.augmentations.transforms) FRONT_BOTTOM_LEFT (PadIfNeeded.PositionType attribute) FRONT_BOTTOM_RIGHT (PadIfNeeded.PositionType attribute) FRONT_TOP_LEFT (PadIfNeeded.PositionType attribute) FRONT_TOP_RIGHT (PadIfNeeded.PositionType attribute)

G

gamma_transform() (in module dicaugment.augmentations.functional) gauss_noise() (in module dicaugment.augmentations.functional) gaussian_blur() (in module dicaugment.augmentations.blur.functional) GaussianBlur (class in dicaugment.augmentations.blur.transforms) GaussNoise (class in dicaugment.augmentations.transforms) get_base_init_args() (BasicTransform method) get_center_crop_coords() (in module dicaugment.augmentations.crops.functional) get_class_fullname() (BaseCompose class method) (BasicTransform class method) (BboxParams class method) (KeypointParams class method) get_dict_with_id() (BaseCompose method) (BasicTransform method) (Compose method) get_num_channels() (in module dicaugment.augmentations.utils) get_params() (BasicTransform method) (Blur method) (Downscale method) (Flip method) (GaussianBlur method) (LongestMaxSize method) (NPSNoise method) (Posterize method) (RandomBrightnessContrast method) (RandomCrop method) (RandomGamma method) (RandomRotate90 method) (RandomScale method) (RandomSizedCrop method) (Sharpen method) (ShiftScaleRotate method) (SmallestMaxSize method) (UnsharpMask method) get_params_dependent_on_targets() (BasicTransform method) (BBoxSafeRandomCrop method) (CoarseDropout method) (CropAndPad method) (Equalize method) (GaussNoise method) (GridDropout method) (NPSNoise method) (PixelDropout method) (RandomCropFromBorders method) (RandomCropNearBBox method) (RescaleSlopeIntercept method) (Rotate method) (SetPixelSpacing method) (ToPytorch method) (ToTensorflow method)

get_random_crop_coords() (in module dicaugment.augmentations.crops.functional) get_shape() (in module dicaugment.core.utils) get_transform_init_args() (BasicTransform method) (FromFloat method) (RandomScale method) (ShiftScaleRotate method) get_transform_init_args_names() (BasicTransform method) (BBoxSafeRandomCrop method) (Blur method) (CenterCrop method) (CoarseDropout method) (Crop method) (CropAndPad method) (Downscale method) (Equalize method) (Flip method) (GaussianBlur method) (GaussNoise method) (GridDropout method) (HorizontalFlip method) (InvertImg method) (LongestMaxSize method) (NoOp method) (Normalize method) (NPSNoise method) (PadIfNeeded method) (PixelDropout method) (Posterize method) (RandomBrightnessContrast method) (RandomCrop method) (RandomCropFromBorders method) (RandomCropNearBBox method) (RandomGamma method) (RandomRotate90 method) (RandomSizedBBoxSafeCrop method) (RandomSizedCrop method) (RescaleSlopeIntercept method) (Resize method) (Rotate method) (SetPixelSpacing method) (Sharpen method) (SliceFlip method) (SmallestMaxSize method) (ToFloat method) (ToPytorch method) (ToTensorflow method) (Transpose method) (UnsharpMask method) (VerticalFlip method) GridDropout (class in dicaugment.augmentations.dropout.grid_dropout)

H

hflip() (in module dicaugment.augmentations.geometric.functional)

HorizontalFlip (class in dicaugment.augmentations.geometric.transforms)

I

ImageOnlyTransform (class in dicaugment.core.transforms_interface) img_to_tensor() (in module dicaugment.pytorch.functional) indented_repr() (BaseCompose method) interpolation (BasicTransform attribute) invert() (in module dicaugment.augmentations.functional) InvertImg (class in dicaugment.augmentations.transforms)

is_grayscale_image() (in module dicaugment.augmentations.utils) is_multispectral_image() (in module dicaugment.augmentations.utils) is_rgb_image() (in module dicaugment.augmentations.utils) is_serializable() (BaseCompose class method) (BasicTransform class method) (BboxParams class method) (KeypointParams class method)

K

keypoint_center_crop() (in module dicaugment.augmentations.crops.functional) keypoint_flip() (in module dicaugment.augmentations.geometric.functional) keypoint_hflip() (in module dicaugment.augmentations.geometric.functional) keypoint_random_crop() (in module dicaugment.augmentations.crops.functional) keypoint_rot90() (in module dicaugment.augmentations.geometric.functional) keypoint_rotate() (in module dicaugment.augmentations.geometric.functional)

keypoint_scale() (in module dicaugment.augmentations.geometric.functional) keypoint_shift_scale_rotate() (in module dicaugment.augmentations.geometric.functional) keypoint_transpose() (in module dicaugment.augmentations.geometric.functional) keypoint_vflip() (in module dicaugment.augmentations.geometric.functional) keypoint_zflip() (in module dicaugment.augmentations.geometric.functional) KeypointParams (class in dicaugment.core.keypoints_utils) KeypointsProcessor (class in dicaugment.core.keypoints_utils)

L

load() (in module dicaugment.core.serialization)

longest_max_size() (in module dicaugment.augmentations.geometric.functional) LongestMaxSize (class in dicaugment.augmentations.geometric.resize)

M

mask_fill_value (BasicTransform attribute) median_blur() (in module dicaugment.augmentations.blur.functional) MedianBlur (class in dicaugment.augmentations.blur.transforms) module dicaugment.augmentations.blur.functional dicaugment.augmentations.blur.transforms dicaugment.augmentations.crops.functional dicaugment.augmentations.crops.transforms dicaugment.augmentations.dicom.functional dicaugment.augmentations.dicom.transforms dicaugment.augmentations.dropout.coarse_dropout dicaugment.augmentations.dropout.functional dicaugment.augmentations.dropout.grid_dropout dicaugment.augmentations.functional dicaugment.augmentations.geometric.functional dicaugment.augmentations.geometric.resize dicaugment.augmentations.geometric.rotate dicaugment.augmentations.geometric.transforms dicaugment.augmentations.transforms dicaugment.augmentations.utils dicaugment.core.bbox_utils dicaugment.core.composition dicaugment.core.keypoints_utils dicaugment.core.serialization dicaugment.core.transforms_interface dicaugment.core.utils dicaugment.pytorch.functional dicaugment.pytorch.transforms dicaugment.tensorflow.transforms

multiply() (in module dicaugment.augmentations.functional)

N

non_rgb_warning() (in module dicaugment.augmentations.utils) NoOp (class in dicaugment.core.transforms_interface) noop() (in module dicaugment.augmentations.functional) Normalize (class in dicaugment.augmentations.transforms)

normalize() (in module dicaugment.augmentations.functional) normalize_bbox() (in module dicaugment.core.bbox_utils) normalize_bboxes() (in module dicaugment.core.bbox_utils) NPSNoise (class in dicaugment.augmentations.dicom.transforms)

O

OneOf (class in dicaugment.core.composition)

OneOrOther (class in dicaugment.core.composition)

P

pad() (in module dicaugment.augmentations.geometric.functional) pad_with_params() (in module dicaugment.augmentations.geometric.functional) PadIfNeeded (class in dicaugment.augmentations.geometric.transforms) PadIfNeeded.PositionType (class in dicaugment.augmentations.geometric.transforms) Params (class in dicaugment.core.utils) PixelDropout (class in dicaugment.augmentations.transforms)

Posterize (class in dicaugment.augmentations.transforms) postprocess() (DataProcessor method) preprocess() (DataProcessor method) preserve_channel_dim() (in module dicaugment.augmentations.utils) preserve_shape() (in module dicaugment.augmentations.utils) py3round() (in module dicaugment.augmentations.geometric.functional)

R

RANDOM (PadIfNeeded.PositionType attribute) random_crop() (in module dicaugment.augmentations.crops.functional) RandomBrightnessContrast (class in dicaugment.augmentations.transforms) RandomCrop (class in dicaugment.augmentations.crops.transforms) RandomCropFromBorders (class in dicaugment.augmentations.crops.transforms) RandomCropNearBBox (class in dicaugment.augmentations.crops.transforms) RandomGamma (class in dicaugment.augmentations.transforms) RandomRotate90 (class in dicaugment.augmentations.geometric.rotate) RandomScale (class in dicaugment.augmentations.geometric.resize) RandomSizedBBoxSafeCrop (class in dicaugment.augmentations.crops.transforms) RandomSizedCrop (class in dicaugment.augmentations.crops.transforms)

read_dcm_image() (in module dicaugment.augmentations.utils) remove_label_fields_from_data() (DataProcessor method) replay() (ReplayCompose static method) ReplayCompose (class in dicaugment.core.composition) rescale_slope_intercept() (in module dicaugment.augmentations.dicom.functional) RescaleSlopeIntercept (class in dicaugment.augmentations.dicom.transforms) reset_dicom_slope_intercept() (in module dicaugment.augmentations.dicom.functional) Resize (class in dicaugment.augmentations.geometric.resize) resize() (in module dicaugment.augmentations.geometric.functional) Rotate (class in dicaugment.augmentations.geometric.rotate) rotate() (in module dicaugment.augmentations.geometric.functional)

S

save() (in module dicaugment.core.serialization) scale() (in module dicaugment.augmentations.geometric.functional) Sequential (class in dicaugment.core.composition) set_deterministic() (BaseCompose method) (BasicTransform method) SetPixelSpacing (class in dicaugment.augmentations.dicom.transforms)

Sharpen (class in dicaugment.augmentations.transforms) shift_scale_rotate() (in module dicaugment.augmentations.geometric.functional) ShiftScaleRotate (class in dicaugment.augmentations.geometric.transforms) SliceFlip (class in dicaugment.augmentations.geometric.transforms) smallest_max_size() (in module dicaugment.augmentations.geometric.functional) SmallestMaxSize (class in dicaugment.augmentations.geometric.resize) SomeOf (class in dicaugment.core.composition)

T

target_dependence (BasicTransform property) targets (BasicTransform property) (DualTransform property) (ImageOnlyTransform property) (RescaleSlopeIntercept property) (ToPytorch property) (ToTensorflow property) targets_as_params (BasicTransform property) (BBoxSafeRandomCrop property) (CoarseDropout property) (CropAndPad property) (Equalize property) (GaussNoise property) (GridDropout property) (NPSNoise property) (PixelDropout property) (RandomCropFromBorders property) (RandomCropNearBBox property) (RescaleSlopeIntercept property) (Rotate property) (SetPixelSpacing property)

to_dict() (in module dicaugment.core.serialization) to_float() (in module dicaugment.augmentations.functional) to_tuple() (in module dicaugment.core.transforms_interface) ToFloat (class in dicaugment.augmentations.transforms) ToPytorch (class in dicaugment.pytorch.transforms) ToTensorflow (class in dicaugment.tensorflow.transforms) Transpose (class in dicaugment.augmentations.geometric.transforms) transpose() (in module dicaugment.augmentations.geometric.functional) transpose_dicom() (in module dicaugment.augmentations.dicom.functional)

U

union_of_bboxes() (in module dicaugment.core.bbox_utils) unsharp_mask() (in module dicaugment.augmentations.functional)

UnsharpMask (class in dicaugment.augmentations.transforms) update_params() (BasicTransform method) (PadIfNeeded method)

V

VerticalFlip (class in dicaugment.augmentations.geometric.transforms)

vflip() (in module dicaugment.augmentations.geometric.functional)

Z

zflip() (in module dicaugment.augmentations.geometric.functional)