Index

A

add_border() (unagi.utils.img_processing_utils.ImageUtils static method)

augmentate_batch() (unagi.train.ParallelDataGenerator method)

B

binarize_img() (unagi.utils.img_processing_utils.ImageUtils static method)

C

combine_imgs() (unagi.utils.img_processing_utils.ImageUtils static method)

create_callbacks() (in module unagi.utils.callback_utils)

D

dice_coef() (unagi.utils.metric_utils.ModelMetrics static method) dice_coef_loss() (unagi.utils.metric_utils.ModelMetrics static method)

double_conv_layer() (unagi.utils.model_utils.ModelLayers static method) down_layer() (unagi.utils.model_utils.ModelLayers static method)

F

focal_loss() (unagi.utils.metric_utils.ModelMetrics static method)

focal_tversky() (unagi.utils.metric_utils.ModelMetrics static method)

G

GaussianNoiseAugmentor (class in unagi.utils.augmentor_utils)

get_version() (in module unagi.cli)

I

ImageProcessor (class in unagi.dataset)

ImageUtils (class in unagi.utils.img_processing_utils) InvertPartAugmentor (class in unagi.utils.augmentor_utils)

J

jacard_coef() (unagi.utils.metric_utils.ModelMetrics static method)

jacard_coef_loss() (unagi.utils.metric_utils.ModelMetrics static method)

M

main() (in module unagi.binarize) (in module unagi.cli) (in module unagi.dataset) (in module unagi.train) mkdir_s() (unagi.utils.img_processing_utils.ImageUtils static method) ModelLayers (class in unagi.utils.model_utils) ModelMetrics (class in unagi.utils.metric_utils) module unagi unagi.binarize unagi.cli unagi.dataset unagi.train unagi.utils unagi.utils.augmentor_utils unagi.utils.callback_utils unagi.utils.img_processing_utils unagi.utils.metric_utils unagi.utils.model_utils

N

normalize_gt() (unagi.utils.img_processing_utils.ImageUtils static method)

normalize_in() (unagi.utils.img_processing_utils.ImageUtils static method)

O

on_epoch_end() (unagi.train.ParallelDataGenerator method) (unagi.utils.callback_utils.Visualisation method)

on_train_end() (unagi.utils.callback_utils.Visualisation method)

P

ParallelDataGenerator (class in unagi.train) parse_args() (in module unagi.binarize) (in module unagi.dataset) (in module unagi.train) perform_operation() (unagi.utils.augmentor_utils.GaussianNoiseAugmentor method) (unagi.utils.augmentor_utils.InvertPartAugmentor method) (unagi.utils.augmentor_utils.SaltPepperNoiseAugmentor method)

postprocess_img() (unagi.utils.img_processing_utils.ImageUtils static method) process_img() (unagi.dataset.ImageProcessor method) process_img_wrapper() (in module unagi.dataset) process_with_unagi() (unagi.utils.img_processing_utils.ImageUtils static method)

S

SaltPepperNoiseAugmentor (class in unagi.utils.augmentor_utils) save_imgs() (unagi.dataset.ImageProcessor method)

shuffle_imgs() (unagi.utils.img_processing_utils.ImageUtils static method) split_img() (unagi.utils.img_processing_utils.ImageUtils static method) split_img_overlay() (unagi.dataset.ImageProcessor method)

T

tversky() (unagi.utils.metric_utils.ModelMetrics static method)

tversky_loss() (unagi.utils.metric_utils.ModelMetrics static method)

U

unagi module unagi.binarize module unagi.cli module unagi.dataset module unagi.train module unagi.utils module

unagi.utils.augmentor_utils module unagi.utils.callback_utils module unagi.utils.img_processing_utils module unagi.utils.metric_utils module unagi.utils.model_utils module UNAGIModel (class in unagi.utils.model_utils) unet() (unagi.utils.model_utils.UNAGIModel method) up_layer() (unagi.utils.model_utils.ModelLayers static method)

V

Visualisation (class in unagi.utils.callback_utils)

W

weighted_cross_entropy() (unagi.utils.metric_utils.ModelMetrics static method)