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Functions1,050 in github.com/GraftingRayman/Comfyui-reactor-node

⨍ Functions 1,050◇ Types & classes 258
Functioncalculate_fid
Numpy implementation of the Frechet Distance. The Frechet distance between two multivariate Gaussians X_1 ~ N(mu_1, C_1) and X_2 ~ N(mu_2,
r_basicsr/metrics/fid.py:50
Functioncalculate_niqe
Calculate NIQE (Natural Image Quality Evaluator) metric. Ref: Making a "Completely Blind" Image Quality Analyzer. This implementation coul
r_basicsr/metrics/niqe.py:144
Functioncalculate_psnr
Calculate PSNR (Peak Signal-to-Noise Ratio). Ref: https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio Args: img (ndarray):
r_basicsr/metrics/psnr_ssim.py:12
Functioncalculate_psnr_pt
Calculate PSNR (Peak Signal-to-Noise Ratio) (PyTorch version). Ref: https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio Args:
r_basicsr/metrics/psnr_ssim.py:52
Functioncalculate_ssim
Calculate SSIM (structural similarity). Ref: Image quality assessment: From error visibility to structural similarity The results a
r_basicsr/metrics/psnr_ssim.py:85
Functioncalculate_ssim_pt
Calculate SSIM (structural similarity) (PyTorch version). Ref: Image quality assessment: From error visibility to structural similarity
r_basicsr/metrics/psnr_ssim.py:133
Functioncallback
get the image data and update pbar.
r_basicsr/utils/lmdb_util.py:78
Functioncdf2
Calculate the CDF of the standard bivariate Gaussian distribution. Used in skewed Gaussian distribution. Args: d_matrix (ndar
r_basicsr/data/degradations.py:69
Functioncenter_size
Convert prior_boxes to (cx, cy, w, h) representation for comparison to center-size form ground truth data. Args: boxes: (tensor) p
r_facelib/detection/retinaface/retinaface_utils.py:65
Functionclear_ort_session
()
reactor_utils.py:192
Functioncompute_increased_bbox
(bbox, increase_area, preserve_aspect=True)
r_facelib/utils/face_utils.py:6
Functioncreate_segmasks
(results)
scripts/r_masking/core.py:265
Functioncrop_border
Crop borders of images. Args: imgs (list[ndarray] | ndarray): Images with shape (h, w, c). crop_border (int): Crop border for
r_basicsr/utils/img_util.py:156
Functioncrop_image
(image, crop_region)
scripts/r_masking/core.py:221
Functioncrop_ndarray2
(npimg, crop_region)
scripts/r_masking/core.py:211
Functioncrop_ndarray4
(npimg, crop_region)
scripts/r_masking/core.py:199
Methoddeco
(func_or_class)
r_basicsr/utils/registry.py:54
Functiondeform_conv_backward_input
r_basicsr/ops/dcn/src/deform_conv_ext.cpp:70
Functiondeform_conv_backward_parameters
r_basicsr/ops/dcn/src/deform_conv_ext.cpp:89
Functiondeform_conv_forward
r_basicsr/ops/dcn/src/deform_conv_ext.cpp:52
Methoddetect_combined
(self, image, threshold, dilation)
scripts/r_masking/subcore.py:108
Methoddetect_faces
Get bbox coordinates and keypoints of faces on original image. Params: imgs: image or list of images to detect faces o
r_facelib/detection/yolov5face/face_detector.py:104
Functiondict_constructor
(loader, node)
r_basicsr/utils/options.py:29
Functiondict_representer
(dumper, data)
r_basicsr/utils/options.py:26
Functiondiff_round
Differentiable rounding function
r_basicsr/utils/diffjpeg.py:26
Functiondilate_masks
(segmasks, dilation_factor, iter=1)
scripts/r_masking/core.py:276
Methoddist_validation
(self, dataloader, current_iter, tb_logger, save_img)
r_basicsr/models/stylegan2_model.py:261
Methoddist_validation
(self, dataloader, current_iter, tb_logger, save_img)
r_basicsr/models/video_recurrent_model.py:66
Functiondownload_file_from_google_drive
Download files from google drive. Ref: https://stackoverflow.com/questions/25010369/wget-curl-large-file-from-google-drive # noqa E501
r_basicsr/utils/download_util.py:11
Functiondownload_pretrained_models
(file_ids, save_path_root)
r_facelib/utils/misc.py:14
Methodend
(self)
modules/shared.py:11
Methodexecute
(self, enabled, input_image, swap_model, facedetection, face_restore_model, face_restore_visibility, codeforme
nodes.py:428
Methodexecute
(self, image, model, visibility, codeformer_weight, facedetection)
nodes.py:676
Methodexecute
(self, image, swapped_image, bbox_model_name, bbox_threshold, bbox_dilation, bbox_crop_factor, bbox_drop_size,
nodes.py:735
Methodexecute
(self, image, count)
nodes.py:1060
Methodexecute
(self, image)
nodes.py:1078
Methodexecute
(self, **kwargs)
nodes.py:1109
Methodexecute
(self,input_faces_order, input_faces_index, detect_gender_input, source_faces_order, source_faces_index, detec
nodes.py:1141
Methodexecute
(self,enabled,boost_model,interpolation,visibility,codeformer_weight,restore_with_main_after)
nodes.py:1172
Methodexecute
(self, trigger)
nodes.py:1196
Methodextra_repr
(self)
r_basicsr/archs/swinir_arch.py:177
Methodextra_repr
(self)
r_basicsr/archs/swinir_arch.py:325
Methodextra_repr
(self)
r_basicsr/archs/swinir_arch.py:383
Methodextra_repr
(self)
r_basicsr/archs/swinir_arch.py:468
Functionextract_inception_features
Extract inception features. Args: data_generator (generator): A data generator. inception (nn.Module): Inception model.
r_basicsr/metrics/fid.py:19
Methodfeed_data
Accept data from dataloader, and then add two-order degradations to obtain LQ images.
r_basicsr/models/realesrnet_model.py:68
Methodfeed_data
Accept data from dataloader, and then add two-order degradations to obtain LQ images.
r_basicsr/models/realesrgan_model.py:69
Methodfeed_data
(self, data)
r_basicsr/models/base_model.py:23
Methodfeed_data
(self, data)
r_basicsr/models/stylegan2_model.py:169
Functionfilter
(segs, labels)
scripts/r_masking/segs.py:1
Methodflops
(self, n)
r_basicsr/archs/swinir_arch.py:180
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:329
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:386
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:471
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:606
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:642
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:687
Methodflops
(self)
r_basicsr/archs/swinir_arch.py:924
Functionflowread
Read an optical flow map. Args: flow_path (ndarray or str): Flow path. quantize (bool): whether to read quantized pair, if se
r_basicsr/utils/flow_util.py:7
Functionflowwrite
Write optical flow to file. If the flow is not quantized, it will be saved as a .flo file losslessly, otherwise a jpeg image which is loss
r_basicsr/utils/flow_util.py:45
Methodforward
(self, input)
r_facelib/detection/retinaface/retinaface_net.py:52
Methodforward
(self, input)
r_facelib/detection/retinaface/retinaface_net.py:80
Methodforward
(self, x)
r_facelib/detection/retinaface/retinaface_net.py:127
Methodforward
(self, x)
r_facelib/detection/retinaface/retinaface_net.py:145
Methodforward
(self, x)
r_facelib/detection/retinaface/retinaface_net.py:158
Methodforward
(self, x)
r_facelib/detection/retinaface/retinaface_net.py:171
Methodforward
(self, inputs)
r_facelib/detection/retinaface/retinaface.py:138
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/yolo.py:46
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:50
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:66
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:83
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:100
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:116
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:163
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:182
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:193
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:203
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/common.py:213
Methodforward
(self, imgs, size=640, augment=False, profile=False)
r_facelib/detection/yolov5face/models/common.py:232
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/experimental.py:20
Methodforward
(self, x)
r_facelib/detection/yolov5face/models/experimental.py:44
Methodforward
(self, x, ref=None)
r_facelib/parsing/parsenet.py:35
Methodforward
(self, x)
r_facelib/parsing/parsenet.py:70
Methodforward
(self, x)
r_facelib/parsing/parsenet.py:103
Methodforward
(self, x)
r_facelib/parsing/parsenet.py:132
Methodforward
(self, x)
r_facelib/parsing/parsenet.py:188
Methodforward
(self, x)
r_facelib/parsing/bisenet.py:15
Methodforward
(self, x)
r_facelib/parsing/bisenet.py:28
Methodforward
(self, x)
r_facelib/parsing/bisenet.py:43
Methodforward
(self, x)
r_facelib/parsing/bisenet.py:64
Methodforward
(self, fsp, fcp)
r_facelib/parsing/bisenet.py:97
Methodforward
(self, x, return_feat=False)
r_facelib/parsing/bisenet.py:120
Methodforward
(self, x)
r_facelib/parsing/resnet.py:26
Methodforward
(self, x)
r_facelib/parsing/resnet.py:60
Methodforward
(self, x, mask=None)
scripts/r_archs/codeformer_arch.py:64
Methodforward
(self, tgt, tgt_mask: Optional[Tensor] = None, tgt_key_padding_mask: Optiona
scripts/r_archs/codeformer_arch.py:119
Methodforward
(self, enc_feat, dec_feat, w=1)
scripts/r_archs/codeformer_arch.py:152
Methodforward
(self, x, w=0, detach_16=True, code_only=False, adain=False)
scripts/r_archs/codeformer_arch.py:220
Methodforward
(self, z)
scripts/r_archs/vqgan_arch.py:34
Methodforward
(self, z)
scripts/r_archs/vqgan_arch.py:100
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