Index

A

adapted_layers (bob.learn.pytorch.architectures.MCCNNv2 attribute) allow_missing_files (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

avgpool (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute) (bob.learn.pytorch.architectures.LightCNN9 attribute)

B

batch_size (bob.learn.pytorch.trainers.CNNTrainer attribute) (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) (bob.learn.pytorch.trainers.DCGANTrainer attribute) (bob.learn.pytorch.trainers.FASNetTrainer attribute) (bob.learn.pytorch.trainers.MCCNNTrainer attribute) bob.learn.pytorch.architectures module bob.learn.pytorch.datasets module

bob.learn.pytorch.extractor module bob.learn.pytorch.preprocessor module bob.learn.pytorch.scripts module bob.learn.pytorch.trainers module bob_hldi_instance (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

C

CasiaDataset (class in bob.learn.pytorch.datasets) CASIANet (class in bob.learn.pytorch.architectures) CasiaWebFaceDataset (class in bob.learn.pytorch.datasets) channels (bob.learn.pytorch.architectures.ConditionalGAN_discriminator attribute) ChannelSelect (class in bob.learn.pytorch.datasets) classifier (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute) (bob.learn.pytorch.architectures.LightCNN9 attribute) CNN8 (class in bob.learn.pytorch.architectures) CNNTrainer (class in bob.learn.pytorch.trainers)

ConcatDataset (class in bob.learn.pytorch.datasets) conditional_dim (bob.learn.pytorch.architectures.ConditionalGAN_discriminator attribute) (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) ConditionalGAN_discriminator (class in bob.learn.pytorch.architectures) ConditionalGAN_generator (class in bob.learn.pytorch.architectures) ConditionalGANTrainer (class in bob.learn.pytorch.trainers) conv (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute) ConvAutoencoder (class in bob.learn.pytorch.architectures) criterion (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) (bob.learn.pytorch.trainers.DCGANTrainer attribute)

D

data_files (bob.learn.pytorch.datasets.CasiaDataset attribute) (bob.learn.pytorch.datasets.CasiaWebFaceDataset attribute) data_folder (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute) DataFolder (class in bob.learn.pytorch.datasets) DataFolderGeneric (class in bob.learn.pytorch.datasets) DCGAN_discriminator (class in bob.learn.pytorch.architectures) DCGAN_generator (class in bob.learn.pytorch.architectures)

DCGANTrainer (class in bob.learn.pytorch.trainers) DeepMSPAD (class in bob.learn.pytorch.architectures) DeepPixBiS (class in bob.learn.pytorch.architectures) device (bob.learn.pytorch.trainers.GenericTrainer attribute) discriminator (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) drop_rate (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute) dropout (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute)

E

enc (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute)

extension (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

F

FaceCropAlign (class in bob.learn.pytorch.datasets) FaceCropper (class in bob.learn.pytorch.datasets) FASNet (class in bob.learn.pytorch.architectures) FASNetTrainer (class in bob.learn.pytorch.trainers) features (bob.learn.pytorch.architectures.LightCNN9 attribute) fixed_noise (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) (bob.learn.pytorch.trainers.DCGANTrainer attribute) fixed_one_hot (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) forward() (bob.learn.pytorch.architectures.CASIANet method) (bob.learn.pytorch.architectures.CNN8 method) (bob.learn.pytorch.architectures.ConditionalGAN_discriminator method) (bob.learn.pytorch.architectures.ConditionalGAN_generator method) (bob.learn.pytorch.architectures.ConvAutoencoder method) (bob.learn.pytorch.architectures.DCGAN_discriminator method) (bob.learn.pytorch.architectures.DCGAN_generator method) (bob.learn.pytorch.architectures.DeepMSPAD method) (bob.learn.pytorch.architectures.DeepPixBiS method) (bob.learn.pytorch.architectures.FASNet method) (bob.learn.pytorch.architectures.LightCNN29 method) (bob.learn.pytorch.architectures.LightCNN29v2 method) (bob.learn.pytorch.architectures.LightCNN9 method) (bob.learn.pytorch.architectures.MCCNN method) (bob.learn.pytorch.architectures.MCCNNv2 method) (bob.learn.pytorch.architectures.MCDeepPixBiS method)

G

generator (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) GenericTrainer (class in bob.learn.pytorch.trainers) get_mccnnpath() (bob.learn.pytorch.architectures.MCCNN static method) get_mccnnv2path() (bob.learn.pytorch.architectures.MCCNNv2 static method)

get_model_state_dict() (bob.learn.pytorch.architectures.MCCNN method) (bob.learn.pytorch.architectures.MCCNNv2 method) groups (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

H

hldi_type (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

I

id_labels (bob.learn.pytorch.datasets.CasiaDataset attribute) (bob.learn.pytorch.datasets.CasiaWebFaceDataset attribute)

image_size (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) img (bob.learn.pytorch.datasets.ChannelSelect attribute) input (bob.learn.pytorch.trainers.DCGANTrainer attribute)

L

label (bob.learn.pytorch.trainers.DCGANTrainer attribute) layer_dict (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) lcnn_layers (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) light_cnn_model_file (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) LightCNN29 (class in bob.learn.pytorch.architectures) LightCNN29v2 (class in bob.learn.pytorch.architectures)

LightCNN9 (class in bob.learn.pytorch.architectures) linear1 (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute) linear2 (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute) load_and_initialize_model() (bob.learn.pytorch.trainers.CNNTrainer method) load_model() (bob.learn.pytorch.trainers.FASNetTrainer method) (bob.learn.pytorch.trainers.GenericTrainer method) (bob.learn.pytorch.trainers.MCCNNTrainer method)

M

main (bob.learn.pytorch.architectures.ConditionalGAN_discriminator attribute) (bob.learn.pytorch.architectures.ConditionalGAN_generator attribute) map_labels() (in module bob.learn.pytorch.datasets) MCCNN (class in bob.learn.pytorch.architectures) MCCNNTrainer (class in bob.learn.pytorch.trainers) MCCNNv2 (class in bob.learn.pytorch.architectures) MCDeepPixBiS (class in bob.learn.pytorch.architectures) module bob.learn.pytorch.architectures bob.learn.pytorch.datasets bob.learn.pytorch.extractor bob.learn.pytorch.preprocessor bob.learn.pytorch.scripts bob.learn.pytorch.trainers

module_dict (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute)

N

netD (bob.learn.pytorch.trainers.DCGANTrainer attribute) netG (bob.learn.pytorch.trainers.DCGANTrainer attribute) network (bob.learn.pytorch.trainers.CNNTrainer attribute) (bob.learn.pytorch.trainers.FASNetTrainer attribute) (bob.learn.pytorch.trainers.GenericTrainer attribute) (bob.learn.pytorch.trainers.MCCNNTrainer attribute) new_state_dict (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) ngpu (bob.learn.pytorch.architectures.ConditionalGAN_discriminator attribute) (bob.learn.pytorch.architectures.ConditionalGAN_generator attribute) (bob.learn.pytorch.architectures.DCGAN_discriminator attribute) (bob.learn.pytorch.architectures.DCGAN_generator attribute)

noise (bob.learn.pytorch.trainers.DCGANTrainer attribute) noise_dim (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) (bob.learn.pytorch.trainers.DCGANTrainer attribute) Normalize (class in bob.learn.pytorch.datasets) num_channels (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) (bob.learn.pytorch.architectures.MCDeepPixBiS attribute) num_classes (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute)

O

optimizer (bob.learn.pytorch.trainers.GenericTrainer attribute)

P

p (bob.learn.pytorch.datasets.RandomHorizontalFlipImage attribute) pose_labels (bob.learn.pytorch.datasets.CasiaDataset attribute) pretrained (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.DeepPixBiS attribute) (bob.learn.pytorch.architectures.FASNet attribute) (bob.learn.pytorch.architectures.MCDeepPixBiS attribute)

pretrained_model_path (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) protocol (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute) purposes (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

R

RandomHorizontalFlipImage (class in bob.learn.pytorch.datasets) relu (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute) Resize (class in bob.learn.pytorch.datasets)

return_latent_embedding (bob.learn.pytorch.architectures.ConvAutoencoder attribute) RollChannels (class in bob.learn.pytorch.datasets) root_dir (bob.learn.pytorch.datasets.CasiaDataset attribute) (bob.learn.pytorch.datasets.CasiaWebFaceDataset attribute)

S

save_model() (bob.learn.pytorch.trainers.CNNTrainer method) (bob.learn.pytorch.trainers.FASNetTrainer method) (bob.learn.pytorch.trainers.GenericTrainer method) (bob.learn.pytorch.trainers.MCCNNTrainer method)

selected_channels (bob.learn.pytorch.datasets.ChannelSelect attribute) sigmoid (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute)

T

ToGray (class in bob.learn.pytorch.datasets) ToTensor (class in bob.learn.pytorch.datasets) train() (bob.learn.pytorch.trainers.CNNTrainer method) (bob.learn.pytorch.trainers.ConditionalGANTrainer method) (bob.learn.pytorch.trainers.DCGANTrainer method) (bob.learn.pytorch.trainers.FASNetTrainer method) (bob.learn.pytorch.trainers.GenericTrainer method) (bob.learn.pytorch.trainers.MCCNNTrainer method) training (bob.learn.pytorch.architectures.CASIANet attribute) (bob.learn.pytorch.architectures.CNN8 attribute) (bob.learn.pytorch.architectures.ConditionalGAN_discriminator attribute) (bob.learn.pytorch.architectures.ConditionalGAN_generator attribute) (bob.learn.pytorch.architectures.ConvAutoencoder attribute) (bob.learn.pytorch.architectures.DCGAN_discriminator attribute) (bob.learn.pytorch.architectures.DCGAN_generator attribute) (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.DeepPixBiS attribute) (bob.learn.pytorch.architectures.FASNet attribute) (bob.learn.pytorch.architectures.LightCNN29 attribute) (bob.learn.pytorch.architectures.LightCNN29v2 attribute) (bob.learn.pytorch.architectures.LightCNN9 attribute) (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) (bob.learn.pytorch.architectures.MCDeepPixBiS attribute)

transform (bob.learn.pytorch.datasets.CasiaDataset attribute) (bob.learn.pytorch.datasets.CasiaWebFaceDataset attribute) (bob.learn.pytorch.datasets.DataFolder attribute) (bob.learn.pytorch.datasets.DataFolderGeneric attribute)

U

url (bob.learn.pytorch.architectures.MCCNN attribute) (bob.learn.pytorch.architectures.MCCNNv2 attribute) use_gpu (bob.learn.pytorch.trainers.CNNTrainer attribute) (bob.learn.pytorch.trainers.ConditionalGANTrainer attribute) (bob.learn.pytorch.trainers.DCGANTrainer attribute) (bob.learn.pytorch.trainers.FASNetTrainer attribute) (bob.learn.pytorch.trainers.MCCNNTrainer attribute)

V

verbosity_level (bob.learn.pytorch.trainers.CNNTrainer attribute) (bob.learn.pytorch.trainers.FASNetTrainer attribute) (bob.learn.pytorch.trainers.GenericTrainer attribute) (bob.learn.pytorch.trainers.MCCNNTrainer attribute)

vgg (bob.learn.pytorch.architectures.DeepMSPAD attribute) (bob.learn.pytorch.architectures.FASNet attribute)

W

weights_init() (in module bob.learn.pytorch.architectures)