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github.com/Walter0807/MotionBERT
/ types & classes
Types & classes
30 in github.com/Walter0807/MotionBERT
⨍
Functions
186
◇
Types & classes
30
↓ 50 callers
Class
AverageMeter
Computes and stores the average and current value
lib/utils/learning.py:8
↓ 6 callers
Class
MotionSMPL
lib/data/dataset_mesh.py:58
↓ 5 callers
Class
SMPL
Extension of the official SMPL implementation to support more joints
lib/utils/utils_smpl.py:58
↓ 4 callers
Class
NTURGBD
lib/data/dataset_action.py:169
↓ 4 callers
Class
WildDetDataset
lib/data/dataset_wild.py:88
↓ 3 callers
Class
DataReaderH36M
lib/data/datareader_h36m.py:11
↓ 2 callers
Class
ActionNet
lib/model/model_action.py:50
↓ 2 callers
Class
Attention
lib/model/DSTformer.py:88
↓ 2 callers
Class
Block
lib/model/DSTformer.py:214
↓ 2 callers
Class
DataReaderMesh
lib/data/datareader_mesh.py:7
↓ 2 callers
Class
MLP
lib/model/DSTformer.py:69
↓ 2 callers
Class
MeshRegressor
lib/model/model_mesh.py:82
↓ 2 callers
Class
MotionDataset3D
lib/data/dataset_motion_3d.py:34
↓ 1 callers
Class
ActionHeadClassification
lib/model/model_action.py:6
↓ 1 callers
Class
ActionHeadEmbed
lib/model/model_action.py:31
↓ 1 callers
Class
Augmenter2D
Make 2D augmentations on the fly. PyTorch batch-processing GPU version.
lib/data/augmentation.py:10
↓ 1 callers
Class
Augmenter3D
Make 3D augmentations when dataloaders get items. NumPy single motion version.
lib/data/augmentation.py:83
↓ 1 callers
Class
DSTformer
lib/model/DSTformer.py:269
↓ 1 callers
Class
DropPath
Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks).
lib/model/drop.py:35
↓ 1 callers
Class
InstaVDataset2D
lib/data/dataset_motion_2d.py:123
↓ 1 callers
Class
MeshLoss
lib/model/loss_mesh.py:7
↓ 1 callers
Class
NTURGBD1Shot
lib/data/dataset_action.py:184
↓ 1 callers
Class
PoseTrackDataset2D
lib/data/dataset_motion_2d.py:77
↓ 1 callers
Class
SMPLRegressor
lib/model/model_mesh.py:9
↓ 1 callers
Class
SupConLoss
Supervised Contrastive Learning: https://arxiv.org/pdf/2004.11362.pdf. It also supports the unsupervised contrastive loss in SimCLR
lib/model/loss_supcon.py:11
Class
ActionDataset
lib/data/dataset_action.py:130
Class
Loader
YAML Loader with `!include` constructor.
lib/utils/tools.py:19
Class
MotionDataset
lib/data/dataset_motion_3d.py:13
Class
SMPLDataset
lib/data/dataset_mesh.py:19
Class
TextLogger
lib/utils/tools.py:10