Functions — github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait

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Functions163 in github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait

⨍ Functions 163◇ Types & classes 37

↓ 29 callersMethodget

(self, img_bgr, **kwargs)

LivePortrait/utils/face_analysis_diy.py:40

↓ 13 callersMethod__init__

(self, dim)

LivePortrait/modules/util.py:332

↓ 6 callersFunctionget_rgb_size

(rgb)

nodes.py:53

↓ 6 callersFunctionheadpose_pred_to_degree

pred: (bs, 66) or (bs, 1) or others

LivePortrait/utils/camera.py:14

↓ 5 callersFunctionget_model_dir

(m)

nodes.py:58

↓ 5 callersMethodload_model

(self, model_config, model_type)

↓ 4 callersFunctionexec_cmd

(cmd)

LivePortrait/utils/video.py:18

↓ 4 callersMethodget_pipeline

(self)

nodes.py:319

↓ 4 callersFunctionretargeting

(delta_out, driving_exp, factor, idxes)

nodes.py:79

↓ 3 callersFunctioncreate_transform_matrix

(x, y, s_x, s_y)

nodes.py:55

↓ 3 callersFunctionget_device

()

nodes.py:30

↓ 3 callersMethodget_kp_info

get the implicit keypoint information x: Bx3xHxW, normalized to 0~1 flag_refine_info: whether to trandform the pose to degrees and th

LivePortrait/live_portrait_wrapper.py:30

↓ 3 callersFunctionget_rotation_matrix

the input is in degree

LivePortrait/utils/camera.py:31

↓ 3 callersMethodprepare_source

(self, source_image, crop_factor, is_video = False, tracking = False)

nodes.py:360

↓ 3 callersMethodprepare_src_image

(self, img)

nodes.py:326

↓ 2 callersMethodactvn

(self, x)

LivePortrait/modules/util.py:315

↓ 2 callersMethodcalc_face_region

(self, square, dsize)

nodes.py:300

↓ 2 callersFunctioncontiguous

(obj)

LivePortrait/utils/io.py:37

↓ 2 callersMethoddetect_face

(self, image_rgb, crop_factor, sort = True)

↓ 2 callersMethoddownload_model

(_, file_path, model_url)

nodes.py:106

↓ 2 callersMethodexpand_img

(self, rgb_img, square)

nodes.py:312

↓ 2 callersFunctionkp2gaussian

Transform a keypoint into gaussian like representation

LivePortrait/modules/util.py:16

↓ 2 callersFunctionmake_coordinate_grid

(spatial_size, ref, **kwargs)

LivePortrait/modules/util.py:40

↓ 2 callersFunctionnorm_cdf

(x)

LivePortrait/modules/util.py:374

↓ 2 callersMethodparse_output

construct the output as standard return: 1xHxWx3, uint8

LivePortrait/live_portrait_wrapper.py:142

↓ 2 callersFunctionpil2tensor

(image)

nodes.py:46

↓ 2 callersFunctionprefix

a.jpg -> a

LivePortrait/utils/helper.py:30

↓ 2 callersFunctionrgb_crop

(rgb, region)

nodes.py:48

↓ 2 callersMethodstitching

conduct the stitching kp_source: Bxnum_kpx3 kp_driving: Bxnum_kpx3

LivePortrait/live_portrait_wrapper.py:98

↓ 2 callersMethodwarp_decode

get the image after the warping of the implicit keypoints feature_3d: Bx32x16x64x64, feature volume kp_source: BxNx3 kp_drivi

LivePortrait/live_portrait_wrapper.py:121

↓ 1 callersMethodGetMaskImg

(self)

nodes.py:347

↓ 1 callersMethod__init__

(self, dim, drop_path=0.)

LivePortrait/modules/convnextv2.py:23

↓ 1 callersFunction_no_grad_trunc_normal_

(tensor, mean, std, a, b)

LivePortrait/modules/util.py:371

↓ 1 callersFunction_resize_to_limit

ajust the size of the image so that the maximum dimension does not exceed max_dim, and the width and the height of the image are multiples of n.

LivePortrait/utils/io.py:43

↓ 1 callersMethodcalc_fe

(_, x_d_new, eyes, eyebrow, wink, pupil_x, pupil_y, mouth, eee, woo, smile, rotate_pitch, rota

nodes.py:408

↓ 1 callersMethodclose

(self)

LivePortrait/utils/video.py:127

↓ 1 callersFunctionconcat_feat

kp_source: (bs, k, 3) kp_driving: (bs, k, 3) Return: (bs, 2k*3)

LivePortrait/utils/helper.py:74

↓ 1 callersMethodcreate_deformed_feature

(self, feature, sparse_motions)

LivePortrait/modules/dense_motion.py:45

↓ 1 callersMethodcreate_heatmap_representations

(self, feature, kp_driving, kp_source)

LivePortrait/modules/dense_motion.py:55

↓ 1 callersMethodcreate_sparse_motions

(self, feature, kp_driving, kp_source)

LivePortrait/modules/dense_motion.py:29

↓ 1 callersMethodcrop_face

(self, img_rgb, crop_factor)

nodes.py:353

↓ 1 callersMethoddeform_input

(self, inp, deformation)

LivePortrait/modules/warping_network.py:46

↓ 1 callersFunctiondrop_path

Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks). This is the same as the DropConnect impl I created for

LivePortrait/modules/util.py:407

↓ 1 callersMethodextract_feature_3d

get the appearance feature of the image by F x: Bx3xHxW, normalized to 0~1

LivePortrait/live_portrait_wrapper.py:21

↓ 1 callersMethodfilter_for_model

(_, checkpoint, prefix)

nodes.py:139

↓ 1 callersFunctionfilter_state_dict

(state_dict, remove_name='fc')

LivePortrait/modules/util.py:319

↓ 1 callersMethodforward_features

(self, x)

LivePortrait/modules/convnextv2.py:113

↓ 1 callersMethodget_detect_model

(self)

nodes.py:209

↓ 1 callersMethodget_face_bboxes

(self, image_rgb)

nodes.py:220

↓ 1 callersMethodget_temp_img_name

(self)

nodes.py:102

↓ 1 callersFunctionload_image_rgb

(image_path: str)

LivePortrait/utils/io.py:11

↓ 1 callersFunctionload_images_from_directory

(directory)

LivePortrait/utils/io.py:21

↓ 1 callersFunctionload_images_from_video

(file_path)

LivePortrait/utils/io.py:25

↓ 1 callersMethodload_models

↓ 1 callersMethodparsing_command

(self, command, motoin_link)

nodes.py:691

↓ 1 callersMethodprepare_driving_video

(self, face_images)

nodes.py:395

↓ 1 callersMethodremove_ddp_dumplicate_key

(_, state_dict)

nodes.py:133

↓ 1 callersMethodrun

(self, code1, value1, code2, value2, code3, value3, code4, value4, code5, value5, add_exp=None)

nodes.py:600

↓ 1 callersMethodshortcut

(self, x, seg1)

LivePortrait/modules/util.py:308

↓ 1 callersFunctionsort_by_direction

(faces, direction: str = 'large-small', face_center=None)

LivePortrait/utils/face_analysis_diy.py:14

↓ 1 callersMethodstitch

kp_source: BxNx3 kp_driving: BxNx3 Return: Bx(3*num_kp+2)

LivePortrait/live_portrait_wrapper.py:85

LivePortrait/utils/timer.py:18

↓ 1 callersMethodtoc

(self, average=True)

LivePortrait/utils/timer.py:23

↓ 1 callersMethodtransform_keypoint

transform the implicit keypoints with the pose, shift, and expression deformation kp: BxNx3

LivePortrait/live_portrait_wrapper.py:55

↓ 1 callersFunctiontrunc_normal_

(tensor, mean=0., std=1., a=-2., b=2.)

LivePortrait/modules/util.py:440

↓ 1 callersMethodwrite

(self, image)

LivePortrait/utils/video.py:121

(self, src_rgb, crop_trans_m, x_s_info, f_s_user, x_s_user, mask_ori)

nodes.py:85

Method__init__

(self, erst = None, es = None)

nodes.py:476

Method__init__

(self, es, change, keep)

(self, cfg: InferenceConfig, appearance_feature_extractor, motion_extractor,

LivePortrait/live_portrait_wrapper.py:10

Method__init__

(self, input_size, hidden_sizes, output_size)

LivePortrait/modules/stitching_retargeting_network.py:19

Method__init__

(self, image_channel, block_expansion, num_down_blocks, max_features, reshape_channel, reshape_depth, num_resb

LivePortrait/modules/appearance_feature_extractor.py:14

Method__init__

(self, upscale=1, max_features=256, block_expansion=64, out_channels=64, num_down_blocks=2)

LivePortrait/modules/spade_generator.py:14

Method__init__

(self, in_features, out_features, kernel_size=3, stride=2, padding=1, output_padding=1)

LivePortrait/modules/util.py:65

Method__init__

(self, in_features, kernel_size, padding)

LivePortrait/modules/util.py:84

Method__init__

(self, in_features, out_features, kernel_size=3, padding=1, groups=1)

LivePortrait/modules/util.py:107

Method__init__

(self, in_features, out_features, kernel_size=3, padding=1, groups=1)

LivePortrait/modules/util.py:127

Method__init__

(self, in_features, out_features, kernel_size=3, padding=1, groups=1)

LivePortrait/modules/util.py:146

Method__init__

(self, in_features, out_features, groups=1, kernel_size=3, padding=1, lrelu=False)

LivePortrait/modules/util.py:170

Method__init__

(self, block_expansion, in_features, num_blocks=3, max_features=256)

LivePortrait/modules/util.py:191

Method__init__

(self, block_expansion, in_features, num_blocks=3, max_features=256)

LivePortrait/modules/util.py:211

Method__init__

(self, block_expansion, in_features, num_blocks=3, max_features=256)

LivePortrait/modules/util.py:244

Method__init__

(self, norm_nc, label_nc)

LivePortrait/modules/util.py:255

Method__init__

(self, fin, fout, norm_G, label_nc, use_se=False, dilation=1)

LivePortrait/modules/util.py:278

Method__init__

(self, normalized_shape, eps=1e-6, data_format="channels_last")

LivePortrait/modules/util.py:350

Method__init__

(self, drop_prob=None, scale_by_keep=True)

LivePortrait/modules/util.py:431

Method__init__

( self, num_kp, block_expansion, max_features, num_down_blocks,

LivePortrait/modules/warping_network.py:15

Method__init__

(self, block_expansion, num_blocks, max_features, num_kp, feature_channel, reshape_depth, compress, estimate_o

LivePortrait/modules/dense_motion.py:14

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