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Functions171 in github.com/GuyTevet/MotionCLIP

⨍ Functions 171◇ Types & classes 10

↓ 1 callersFunctionstack_images_sequence

src/visualize/visualize.py:413

↓ 1 callersFunctionstack_var_and_reduce

Equation (5) from the paper.

src/models/tools/hessian_penalty.py:91

↓ 1 callersFunctionstandardize_quaternion

Convert a unit quaternion to a standard form: one in which the real part is non negative. Args: quaternions: Quaternions with re

src/utils/rotation_conversions.py:325

↓ 1 callersFunctionviz_clip_edit

Generate & viz samples

src/visualize/visualize.py:349

↓ 1 callersFunctionviz_clip_interp

Generate & viz samples

src/visualize/visualize.py:288

↓ 1 callersFunctionviz_clip_text

Generate & viz samples

src/visualize/visualize.py:232

(self, x, mask, pose_rep, translation, glob, jointstype, vertstrans, betas=None, beta=0,

src/models/rotation2xyz.py:13

Method__enter__

src/utils/video.py:17

(self, exc_type, exc_value, exc_traceback)

src/utils/video.py:23

Method__getitem__

src/datasets/dataset.py:95

src/utils/video.py:26

(self, outname, fps)

src/utils/video.py:13

(self, num_frames=1, sampling="conseq", sampling_step=1, split="train", pose_rep="rot6d", tra

src/datasets/dataset.py:15

(self, datapath="data/amass/amass_30fps_legacy_db.pt", split="train", use_z=1, **kwargs)

src/datasets/amass.py:139

(self, model_path=SMPL_MODEL_PATH, **kwargs)

src/models/smpl.py:63

src/models/rotation2xyz.py:9

(self, encoder, decoder, device, lambdas, latent_dim, outputxyz, pose_rep, glob, glob_rot, tr

src/models/modeltype/motionclip.py:17

(self, d_model, dropout=0.1, max_len=5000)

src/models/architectures/transformer.py:8

(self, modeltype, njoints, nfeats, num_frames, num_classes, translation, pose_rep, glob, glob_rot,

src/models/architectures/transformer.py:43

(self, modeltype, njoints, nfeats, num_frames, num_classes, translation, pose_rep, glob, glob_rot,

src/models/architectures/transformer.py:113

src/datasets/dataset.py:351

src/datasets/dataset.py:362

Function_axis_angle_rotation

Return the rotation matrices for one of the rotations about an axis of which Euler angles describe, for each value of the angle given. A

src/utils/rotation_conversions.py:122

Method_load_betas

(self, ind, frame_ix)

src/datasets/amass.py:267

Method_load_body_features

(self, ind, frame_ix)

src/datasets/amass.py:275

Method_load_gender

(self, ind, frame_ix)

src/datasets/amass.py:271

Functionaxis_angle_to_matrix

Convert rotations given as axis/angle to rotation matrices. Args: axis_angle: Rotations given as a vector in axis angle form,

src/utils/rotation_conversions.py:417

Functioncleanexit

src/utils/misc.py:22

Functioncompute_hp_loss

src/models/tools/losses.py:67

Functioncompute_mmd_loss

src/models/tools/losses.py:72

Functioncompute_rc_loss

(model, batch, use_txt_output=False)

src/models/tools/losses.py:7

Functioncompute_rcxyz_loss

(model, batch, use_txt_output=False)

src/models/tools/losses.py:20

Functioncompute_vel_loss

(model, batch, use_txt_output=False)

src/models/tools/losses.py:33

Functioncompute_velxyz_loss

(model, batch, use_txt_output=False)

src/models/tools/losses.py:50

Functioneuler_angles_to_matrix

Convert rotations given as Euler angles in radians to rotation matrices. Args: euler_angles: Euler angles in radians as tensor of sh

src/utils/rotation_conversions.py:150

(self, *args, **kwargs)

src/models/smpl.py:82

src/models/modeltype/motionclip.py:271

src/models/architectures/transformer.py:21

(self, x, mask, lengths)

src/models/architectures/transformer.py:33

src/models/architectures/transformer.py:85

(self, batch, use_text_emb=False)

src/models/architectures/transformer.py:164

Functiongenerate_by_video_sequences

(visualization, label_to_action_name, params, nats, nspa, tmp_path)

src/visualize/visualize.py:189

Methodgenerate_from_embedding

(self, classes, durations, nspa=1, is_amass=False, classes_gaussians=None)

src/models/modeltype/motionclip.py:233

Methodgenerate_one

(self, cls, duration, fact=1, xyz=False)

src/models/modeltype/motionclip.py:173

Functionget_dataset

src/datasets/get_dataset.py:3

Methodget_label_sample_batch

src/datasets/dataset.py:302

Functionget_loss_names

src/models/tools/losses.py:88

Functionget_model

(parameters, clip_model)

src/models/get_model.py:8

Methodget_stats

src/datasets/dataset.py:331

Functionget_trans_from_vibe

(vibe, use_z=True)

src/datasets/amass.py:111

src/visualize/anim.py:73

Methodlabel_to_action_name

src/datasets/dataset.py:91

Functionload_video

src/utils/video.py:5

Functionmatrix_to_axis_angle

Convert rotations given as rotation matrices to axis/angle. Args: matrix: Rotation matrices as tensor of shape (..., 3, 3). Ret

src/utils/rotation_conversions.py:433

Functionmatrix_to_euler_angles

Convert rotations given as rotation matrices to Euler angles in radians. Args: matrix: Rotation matrices as tensor of shape (..., 3,

src/utils/rotation_conversions.py:217

Functionmatrix_to_rotation_6d

Converts rotation matrices to 6D rotation representation by Zhou et al. [1] by dropping the last row. Note that 6D representation is not uniq

src/utils/rotation_conversions.py:536

Methodparse_action

(self, path, return_int=True)

src/datasets/dataset.py:78

src/parser/evaluation.py:8

src/parser/generate.py:25

src/parser/finetunning.py:5

Functionplot_3d_motion_dico

src/visualize/anim.py:152

Functionquaternion_apply

Apply the rotation given by a quaternion to a 3D point. Usual torch rules for broadcasting apply. Args: quaternion: Tensor of qu

src/utils/rotation_conversions.py:394

Functionquaternion_multiply

Multiply two quaternions representing rotations, returning the quaternion representing their composition, i.e. the versor with nonnegative re

src/utils/rotation_conversions.py:361

Functionrandom_rotation

Generate a single random 3x3 rotation matrix. Args: dtype: Type to return device: Device of returned tensor. Default: if Non

src/utils/rotation_conversions.py:306

Methodreset_shuffle

src/datasets/dataset.py:380

Functionrotation_6d_to_matrix

Converts 6D rotation representation by Zhou et al. [1] to rotation matrix using Gram--Schmidt orthogonalisation per Section B of [1]. Arg

src/utils/rotation_conversions.py:512

src/datasets/dataset.py:374

(model, optimizer, iterator, device)

src/train/trainer.py:68

Functionto_numpy

src/utils/misc.py:4

Functiontraining_parser

src/parser/recognition.py:10

src/visualize/anim.py:125

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