Index

A

AUC (class in experimenting.models.metrics)

average_loss() (in module experimenting.utils.dsntnn)

B

BaseCore (class in experimenting.dataset.core)

BaseModule (class in experimenting.agents.base)

D

decay_heatmap() (in module experimenting.utils.cv_helpers) decompose_projection_matrix() (in module experimenting.utils.cv_helpers) DEFAULT_TEST_SUBJECTS (experimenting.dataset.core.DHP19Core attribute) (experimenting.dataset.core.NTUCore attribute)

DEFAULT_TEST_VIEW (experimenting.dataset.core.DHP19Core attribute) denormalize_predictions() (experimenting.agents.margipose_estimator.MargiposeEstimator method) DHP19Core (class in experimenting.dataset.core) dsnt() (in module experimenting.utils.dsntnn)

E

experimenting (module) experimenting.agents.base (module) experimenting.agents.margipose_estimator (module) experimenting.dataset (module) experimenting.dataset.core (module) experimenting.models.losses (module)

experimenting.models.margipose (module) experimenting.models.metrics (module) experimenting.utils.cv_helpers (module) experimenting.utils.dsntnn (module) experimenting.utils.nn_helpers (module) experimenting.utils.skeleton_helpers (module) experimenting.utils.train_helpers (module)

F

fit() (in module experimenting.utils.train_helpers) FlatSoftmax (class in experimenting.utils.nn_helpers) forward() (experimenting.models.margipose.MargiPoseModel2D method) (experimenting.models.margipose.MargiPoseModel3D method) (experimenting.models.metrics.AUC method) (experimenting.models.metrics.MPJPE method) (experimenting.models.metrics.PCK method)

G

get_cross_subject_partition_function() (experimenting.dataset.core.BaseCore method) get_cross_view_partition_function() (experimenting.dataset.core.BaseCore method) get_data() (in module experimenting.dataset) get_dataloader() (in module experimenting.dataset) get_frame_from_id() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) (experimenting.dataset.core.NTUCore method) get_frame_info() (experimenting.dataset.core.BaseCore static method) (experimenting.dataset.core.DHP19Core static method) (experimenting.dataset.core.NTUCore static method) get_heatmap_from_id() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) get_heatmaps_steps() (in module experimenting.utils.cv_helpers)

get_joint_from_id() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) get_label_from_filename() (experimenting.dataset.core.DHP19Core static method) get_label_from_id() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) get_standard_path() (experimenting.dataset.core.DHP19Core static method) get_test_subjects() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) (experimenting.dataset.core.NTUCore method) get_test_view() (experimenting.dataset.core.BaseCore method) (experimenting.dataset.core.DHP19Core method) get_train_test_split() (experimenting.dataset.core.BaseCore method) get_training_params() (in module experimenting.utils.train_helpers)

H

HeatmapLoss (class in experimenting.models.losses)

J

js_reg_losses() (in module experimenting.utils.dsntnn)

L

load_frame() (experimenting.dataset.core.DHP19Core static method) (experimenting.dataset.core.NTUCore static method)

M

MargiposeEstimator (class in experimenting.agents.margipose_estimator) MargiPoseModel2D (class in experimenting.models.margipose) MargiPoseModel2D.HeatmapCombiner (class in experimenting.models.margipose) MargiPoseModel3D (class in experimenting.models.margipose) MargiPoseModel3D.HeatmapCombiner (class in experimenting.models.margipose)

MargiPoseStage (class in experimenting.models.margipose) MAX_HEIGHT (experimenting.dataset.core.DHP19Core attribute) MAX_WIDTH (experimenting.dataset.core.DHP19Core attribute) MOVEMENTS_PER_SESSION (experimenting.dataset.core.DHP19Core attribute) MPJPE (class in experimenting.models.metrics) MultiPixelWiseLoss (class in experimenting.models.losses)

N

N_JOINTS (experimenting.dataset.core.DHP19Core attribute)

NTUCore (class in experimenting.dataset.core)

P

PCK (class in experimenting.models.metrics) PixelWiseLoss (class in experimenting.models.losses)

predict3d() (in module experimenting.agents.margipose_estimator) prepare_data() (experimenting.agents.base.BaseModule method) project_xyz_onto_camera_coord() (in module experimenting.utils.cv_helpers)

R

reproject_xyz_onto_world_coord() (in module experimenting.utils.cv_helpers)