Index

A

AlexNet_simplified() (in module bob.learn.tensorflow.models) all_patches() (in module bob.learn.tensorflow.utils.image) alpha (bob.learn.tensorflow.losses.CenterLoss attribute)

ArcFaceLayer (class in bob.learn.tensorflow.models) ArcFaceLayer3Penalties (class in bob.learn.tensorflow.models) ArcFaceModel (class in bob.learn.tensorflow.models)

B

balanced_sigmoid_cross_entropy_loss_weights() (in module bob.learn.tensorflow.losses) balanced_softmax_cross_entropy_loss_weights() (in module bob.learn.tensorflow.losses) blocks_tensorflow() (in module bob.learn.tensorflow.utils.image) bob.learn.tensorflow module bob.learn.tensorflow.data module bob.learn.tensorflow.losses module bob.learn.tensorflow.models module

bob.learn.tensorflow.utils module bob.learn.tensorflow.utils.image module bob.learn.tensorflow.utils.keras module bob.learn.tensorflow.utils.math module build() (bob.learn.tensorflow.models.ArcFaceLayer method) (bob.learn.tensorflow.models.ArcFaceLayer3Penalties method)

C

call() (bob.learn.tensorflow.losses.CenterLoss method) (bob.learn.tensorflow.losses.CenterLossLayer method) (bob.learn.tensorflow.losses.PixelwiseBinaryCrossentropy method) (bob.learn.tensorflow.models.ArcFaceLayer method) (bob.learn.tensorflow.models.ArcFaceLayer3Penalties method) (bob.learn.tensorflow.models.DeepPixBiS method) (bob.learn.tensorflow.models.DenseNet method) (bob.learn.tensorflow.models.MineModel method) (bob.learn.tensorflow.utils.keras.SequentialLayer method)

cdist() (in module bob.learn.tensorflow.utils.math) CenterLoss (class in bob.learn.tensorflow.losses) CenterLossLayer (class in bob.learn.tensorflow.losses) centers (bob.learn.tensorflow.losses.CenterLoss attribute) (bob.learn.tensorflow.losses.CenterLossLayer attribute) centers_layer (bob.learn.tensorflow.losses.CenterLoss attribute) compile() (bob.learn.tensorflow.models.EmbeddingValidation method)

D

dataset_from_tfrecord() (in module bob.learn.tensorflow.data) dataset_to_tfrecord() (in module bob.learn.tensorflow.data) dataset_using_generator() (in module bob.learn.tensorflow.data)

DeepPixBiS (class in bob.learn.tensorflow.models) DenseNet (class in bob.learn.tensorflow.models) densenet161() (in module bob.learn.tensorflow.models)

E

EmbeddingValidation (class in bob.learn.tensorflow.models)

epoch (bob.learn.tensorflow.data.Generator attribute)

F

from_config() (bob.learn.tensorflow.utils.keras.SequentialLayer class method)

G

Generator (class in bob.learn.tensorflow.data) get_config() (bob.learn.tensorflow.losses.CenterLossLayer method) (bob.learn.tensorflow.models.MineModel method) (bob.learn.tensorflow.utils.keras.SequentialLayer method) (in module bob.learn.tensorflow)

gram_matrix() (in module bob.learn.tensorflow.utils.math)

I

initialize_model_from_checkpoint() (in module bob.learn.tensorflow.utils.keras)

K

keras_channels_index() (in module bob.learn.tensorflow.utils.keras)

keras_model_weights_as_initializers_for_variables() (in module bob.learn.tensorflow.utils.keras)

M

MineModel (class in bob.learn.tensorflow.models) model_summary() (in module bob.learn.tensorflow.utils.keras) module bob.learn.tensorflow bob.learn.tensorflow.data bob.learn.tensorflow.losses bob.learn.tensorflow.models bob.learn.tensorflow.utils bob.learn.tensorflow.utils.image bob.learn.tensorflow.utils.keras bob.learn.tensorflow.utils.math

multiple_samples (bob.learn.tensorflow.data.Generator attribute)

N

n_classes (bob.learn.tensorflow.losses.CenterLossLayer attribute)

n_features (bob.learn.tensorflow.losses.CenterLossLayer attribute)

O

output_shapes() (bob.learn.tensorflow.data.Generator property)

output_types() (bob.learn.tensorflow.data.Generator property)

P

pdist() (in module bob.learn.tensorflow.utils.math)

PixelwiseBinaryCrossentropy (class in bob.learn.tensorflow.losses)

R

random_choice_no_replacement() (in module bob.learn.tensorflow.utils.math)

reader (bob.learn.tensorflow.data.Generator attribute) restore_model_variables_from_checkpoint() (in module bob.learn.tensorflow.utils.keras)

S

samples (bob.learn.tensorflow.data.Generator attribute)

SequentialLayer (class in bob.learn.tensorflow.utils.keras) shuffle_on_epoch_end (bob.learn.tensorflow.data.Generator attribute)

T

test_step() (bob.learn.tensorflow.models.ArcFaceModel method) (bob.learn.tensorflow.models.EmbeddingValidation method) tf_repeat() (in module bob.learn.tensorflow.utils.image)

to_channels_first() (in module bob.learn.tensorflow.utils.image) to_channels_last() (in module bob.learn.tensorflow.utils.image) train_step() (bob.learn.tensorflow.models.ArcFaceModel method) (bob.learn.tensorflow.models.EmbeddingValidation method)

U

update_centers (bob.learn.tensorflow.losses.CenterLoss attribute)

upper_triangle() (in module bob.learn.tensorflow.utils.math) upper_triangle_and_diagonal() (in module bob.learn.tensorflow.utils.math)