Index

_

__call__() (image_segmentation.class_activation_maps.score.SegScore method) __init__() (image_segmentation.class_activation_maps.average.AveragesCam method) (image_segmentation.class_activation_maps.score.SegScore method)

_get_scores() (image_segmentation.class_activation_maps.average.AveragesCam method)

A

already_unzipped (image_segmentation.datasets.segmentation.infrared_thermal_feet.InfraredThermalFeet attribute) (image_segmentation.datasets.segmentation.nerve_utp.NerveUtp attribute) (image_segmentation.datasets.segmentation.tomato_seeds.TomatoSeeds attribute) (image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus.BrachialPlexus attribute) (image_segmentation.datasets.segmentation.zeamays_seeds.ZeaMaysSeeds attribute)

average_drop() (image_segmentation.class_activation_maps.average.AveragesCam method) average_increase() (image_segmentation.class_activation_maps.average.AveragesCam method) AveragesCam (class in image_segmentation.class_activation_maps.average) avg_drop() (in module image_segmentation.class_activation_maps.average) avg_increase() (in module image_segmentation.class_activation_maps.average)

B

BrachialPlexus (class in image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus)

C

call() (image_segmentation.losses.dice.DiceCoefficient method) (image_segmentation.losses.dice.SparseCategoricalDiceCoefficient method) (image_segmentation.losses.generalized_cross_entropy.GeneralizedCrossEntropy method) (image_segmentation.models.baseline_segnet.MaxPoolingWithArgmax2D method) (image_segmentation.models.baseline_segnet.MaxUnpooling2D method) cam_cumulative_relevance() (in module image_segmentation.class_activation_maps.measures.partials) cam_dice() (in module image_segmentation.class_activation_maps.measures.partials) CatsVsDogs (class in image_segmentation.datasets.classification.cat_vs_dog)

cloud() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method) compute() (image_segmentation.metrics.dice.DiceCoefficientMetric method) (image_segmentation.metrics.jaccard.Jaccard method) (image_segmentation.metrics.sensitivity.Sensitivity method) (image_segmentation.metrics.specificity.Specificity method) compute_mask() (image_segmentation.models.baseline_segnet.MaxPoolingWithArgmax2D method) compute_output_shape() (image_segmentation.models.baseline_segnet.MaxPoolingWithArgmax2D method) (image_segmentation.models.baseline_segnet.MaxUnpooling2D method)

D

DiceCoefficient (class in image_segmentation.losses.dice)

DiceCoefficientMetric (class in image_segmentation.metrics.dice) download_from_drive() (in module image_segmentation.datasets.utils)

F

fcn_baseline() (in module image_segmentation.models.baseline_fcn)

fractalBrownianMotion() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method) FusionCam (class in image_segmentation.class_activation_maps.fusion_cam)

G

gen_dataset() (image_segmentation.datasets.segmentation.sintetic_dataset.sintetic_dataset.SinteticDataset method) GeneralizedCrossEntropy (class in image_segmentation.losses.generalized_cross_entropy) generate_sample() (image_segmentation.datasets.segmentation.sintetic_dataset.sintetic_dataset.SinteticDataset method) get_config() (image_segmentation.losses.dice.DiceCoefficient method) (image_segmentation.losses.generalized_cross_entropy.GeneralizedCrossEntropy method) (image_segmentation.metrics.dice.DiceCoefficientMetric method) (image_segmentation.metrics.jaccard.Jaccard method) (image_segmentation.metrics.sensitivity.Sensitivity method) (image_segmentation.metrics.specificity.Specificity method)

get_decoder() (in module image_segmentation.models.mobilenetv2_unet) (in module image_segmentation.models.vgg16_unet) get_encoder() (in module image_segmentation.models.mobilenetv2_unet) (in module image_segmentation.models.vgg16_unet) getGradientIndex() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method)

I

image_segmentation module image_segmentation.class_activation_maps module image_segmentation.class_activation_maps.average module image_segmentation.class_activation_maps.fusion_cam module image_segmentation.class_activation_maps.measures module image_segmentation.class_activation_maps.measures.partials module image_segmentation.class_activation_maps.score module image_segmentation.datasets module image_segmentation.datasets.classification module image_segmentation.datasets.classification.cat_vs_dog module image_segmentation.datasets.segmentation module image_segmentation.datasets.segmentation.infrared_thermal_feet module image_segmentation.datasets.segmentation.nerve_utp module image_segmentation.datasets.segmentation.oxford_iiit_pet module image_segmentation.datasets.segmentation.sintetic_dataset module image_segmentation.datasets.segmentation.sintetic_dataset.sintetic_dataset module image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation module image_segmentation.datasets.segmentation.tomato_seeds module image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus module image_segmentation.datasets.segmentation.zeamays_seeds module

image_segmentation.datasets.utils module image_segmentation.losses module image_segmentation.losses.dice module image_segmentation.losses.generalized_cross_entropy module image_segmentation.metrics module image_segmentation.metrics.dice module image_segmentation.metrics.jaccard module image_segmentation.metrics.sensitivity module image_segmentation.metrics.specificity module image_segmentation.models module image_segmentation.models.baseline_fcn module image_segmentation.models.baseline_res_unet module image_segmentation.models.baseline_segnet module image_segmentation.models.baseline_unet module image_segmentation.models.mobilenetv2_unet module image_segmentation.models.vgg16_unet module image_segmentation.visualizations module image_segmentation.visualizations.plot_contour module InfraredThermalFeet (class in image_segmentation.datasets.segmentation.infrared_thermal_feet) inputs (image_segmentation.class_activation_maps.average.AveragesCam attribute)

J

Jaccard (class in image_segmentation.metrics.jaccard)

K

kernel_initializer() (in module image_segmentation.models.baseline_fcn) (in module image_segmentation.models.baseline_res_unet) (in module image_segmentation.models.baseline_unet)

L

listify() (in module image_segmentation.datasets.utils) load_data() (image_segmentation.datasets.classification.cat_vs_dog.CatsVsDogs method) load_instance() (image_segmentation.datasets.segmentation.infrared_thermal_feet.InfraredThermalFeet static method) (image_segmentation.datasets.segmentation.nerve_utp.NerveUtp static method) (image_segmentation.datasets.segmentation.tomato_seeds.TomatoSeeds method) (image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus.BrachialPlexus static method) (image_segmentation.datasets.segmentation.zeamays_seeds.ZeaMaysSeeds method)

load_instance_by_id() (image_segmentation.datasets.segmentation.infrared_thermal_feet.InfraredThermalFeet method) (image_segmentation.datasets.segmentation.nerve_utp.NerveUtp method) (image_segmentation.datasets.segmentation.oxford_iiit_pet.OxfordIiitPet method) (image_segmentation.datasets.segmentation.tomato_seeds.TomatoSeeds method) (image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus.BrachialPlexus method) (image_segmentation.datasets.segmentation.zeamays_seeds.ZeaMaysSeeds method)

M

makeTexture() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method) marble() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method) masked_cumulative_relevance() (in module image_segmentation.class_activation_maps.measures.partials) MaxPoolingWithArgmax2D (class in image_segmentation.models.baseline_segnet) MaxUnpooling2D (class in image_segmentation.models.baseline_segnet) model (image_segmentation.class_activation_maps.average.AveragesCam attribute) module image_segmentation image_segmentation.class_activation_maps image_segmentation.class_activation_maps.average image_segmentation.class_activation_maps.fusion_cam image_segmentation.class_activation_maps.measures image_segmentation.class_activation_maps.measures.partials image_segmentation.class_activation_maps.score image_segmentation.datasets image_segmentation.datasets.classification image_segmentation.datasets.classification.cat_vs_dog image_segmentation.datasets.segmentation image_segmentation.datasets.segmentation.infrared_thermal_feet image_segmentation.datasets.segmentation.nerve_utp image_segmentation.datasets.segmentation.oxford_iiit_pet image_segmentation.datasets.segmentation.sintetic_dataset image_segmentation.datasets.segmentation.sintetic_dataset.sintetic_dataset image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation image_segmentation.datasets.segmentation.tomato_seeds image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus image_segmentation.datasets.segmentation.zeamays_seeds image_segmentation.datasets.utils image_segmentation.losses image_segmentation.losses.dice image_segmentation.losses.generalized_cross_entropy image_segmentation.metrics image_segmentation.metrics.dice image_segmentation.metrics.jaccard image_segmentation.metrics.sensitivity image_segmentation.metrics.specificity image_segmentation.models image_segmentation.models.baseline_fcn image_segmentation.models.baseline_res_unet image_segmentation.models.baseline_segnet image_segmentation.models.baseline_unet image_segmentation.models.mobilenetv2_unet image_segmentation.models.vgg16_unet image_segmentation.visualizations image_segmentation.visualizations.plot_contour

N

NerveUtp (class in image_segmentation.datasets.segmentation.nerve_utp)

NoiseUtils (class in image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation) normalize_weigths() (image_segmentation.class_activation_maps.fusion_cam.FusionCam static method)

O

OxfordIiitPet (class in image_segmentation.datasets.segmentation.oxford_iiit_pet)

P

perlinNoise() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method)

plot_contour() (in module image_segmentation.visualizations.plot_contour)

R

res_block() (in module image_segmentation.models.baseline_res_unet) res_unet_baseline() (in module image_segmentation.models.baseline_res_unet) result() (image_segmentation.metrics.dice.DiceCoefficientMetric method) (image_segmentation.metrics.jaccard.Jaccard method) (image_segmentation.metrics.sensitivity.Sensitivity method) (image_segmentation.metrics.specificity.Specificity method)

S

segnet_baseline() (in module image_segmentation.models.baseline_segnet) SegScore (class in image_segmentation.class_activation_maps.score) Sensitivity (class in image_segmentation.metrics.sensitivity) sensitivity() (image_segmentation.metrics.sensitivity.Sensitivity static method) SinteticDataset (class in image_segmentation.datasets.segmentation.sintetic_dataset.sintetic_dataset) SparseCategoricalDiceCoefficient (class in image_segmentation.losses.dice)

SparseCategoricalDiceCoefficientMetric (class in image_segmentation.metrics.dice) SparseCategoricalJaccard (class in image_segmentation.metrics.jaccard) SparseCategoricalSensitivity (class in image_segmentation.metrics.sensitivity) SparseCategoricalSpecificity (class in image_segmentation.metrics.specificity) Specificity (class in image_segmentation.metrics.specificity) specificity() (image_segmentation.metrics.specificity.Specificity static method)

T

target_class (image_segmentation.class_activation_maps.score.SegScore attribute) target_mask (image_segmentation.class_activation_maps.score.SegScore attribute)

to_one_hot() (image_segmentation.datasets.segmentation.oxford_iiit_pet.OxfordIiitPet method) TomatoSeeds (class in image_segmentation.datasets.segmentation.tomato_seeds)

U

unet_baseline() (in module image_segmentation.models.baseline_unet) unet_mobilenet() (in module image_segmentation.models.mobilenetv2_unet) unet_vgg16() (in module image_segmentation.models.vgg16_unet) unzip() (in module image_segmentation.datasets.utils) update_state() (image_segmentation.metrics.dice.DiceCoefficientMetric method) (image_segmentation.metrics.dice.SparseCategoricalDiceCoefficientMetric method) (image_segmentation.metrics.jaccard.Jaccard method) (image_segmentation.metrics.jaccard.SparseCategoricalJaccard method) (image_segmentation.metrics.sensitivity.Sensitivity method) (image_segmentation.metrics.sensitivity.SparseCategoricalSensitivity method) (image_segmentation.metrics.specificity.SparseCategoricalSpecificity method) (image_segmentation.metrics.specificity.Specificity method)

upsample() (in module image_segmentation.models.mobilenetv2_unet) (in module image_segmentation.models.vgg16_unet) upsample_conv() (in module image_segmentation.models.baseline_res_unet)

W

wood() (image_segmentation.datasets.segmentation.sintetic_dataset.texture_generation.NoiseUtils method)

Z

ZeaMaysSeeds (class in image_segmentation.datasets.segmentation.zeamays_seeds)