├── 0_dataset_download ├── download_celeb.py └── download_vfhq.py ├── 1_attributes_extraction ├── brightness.py ├── detect_face.py ├── directmhp_infercli.py ├── directmhp_zipdatasetcustom.py ├── generate_blip.py ├── generate_face_attributes.py ├── generate_face_pose_landmarks_only.py ├── generate_prompt.py ├── iqa_celeb.py ├── iqa_vfhq.py ├── mediapipeface.py ├── path_utils.py ├── synergy_celeb.py └── synergy_vfhq.py ├── 2_merging ├── align │ ├── cli_align.py │ └── face_align.py ├── celeb │ ├── cli.py │ └── helper.py ├── pose_grid.py └── vfhq │ ├── cli.py │ ├── helper.py │ ├── metadata.py │ └── zipdataset.py ├── 3_align_sample ├── cli_face_verification.py ├── cli_get_raws_eg3d.py ├── cli_sample_gan.py ├── eg3d_preprocessing_in_the_wild.py └── face_verification_evaltoolkit.py ├── 4_building ├── cli_eg3d.py ├── cli_gan.py └── reenactment │ ├── celeb_txt.py │ ├── create_train_test.py │ ├── postprocess.py │ ├── preprocess_vox.py │ ├── reformat.py │ ├── util.py │ ├── verify.py │ └── vfhq_txt.py ├── 5_train_eval ├── controlnet │ ├── cli_openpose.py │ ├── crop_eyepatch.py │ ├── eval.py │ ├── tutorial_dataset.py │ └── tutorial_train.py ├── facevec │ └── inference.py ├── lia │ ├── dataset.py │ ├── evaluation.py │ └── train.py └── tps │ ├── config │ ├── ext-256.yaml │ ├── test │ │ ├── ext-256.yaml │ │ ├── ext-256_cross.yaml │ │ └── vox-256.yaml │ └── vox-256.yaml │ ├── frames_dataset.py │ ├── reconstruction.py │ └── run.py ├── LICENSE ├── README.MD ├── assets └── teaser.png ├── data └── idlist │ ├── celeb │ └── id_all.txt │ └── vfhq │ ├── id_test.txt │ └── id_train.txt ├── docs └── detail.MD ├── requirements.txt └── training_code ├── efhq_eg3d ├── .gitignore ├── .gitmodules ├── LICENSE.txt ├── README.md ├── dataset_preprocessing │ ├── afhq │ │ ├── preprocess_afhq_cameras.py │ │ └── runme.py │ ├── ffhq │ │ ├── 3dface2idr_mat.py │ │ ├── align_multiprocess.py │ │ ├── batch_mtcnn.py │ │ ├── crop_images.py │ │ ├── crop_images_in_the_wild.py │ │ ├── download_ffhq.py │ │ ├── preprocess_face_cameras.py │ │ ├── preprocess_in_the_wild.py │ │ ├── runme.py │ │ └── validate_ffhq.py │ ├── mirror_dataset.py │ ├── rebalance_ffhq │ │ ├── num_replicas.json │ │ └── rebalance_ffhq_dataset.py │ └── shapenet_cars │ │ ├── preprocess_shapenet_cameras.py │ │ └── run_me.py ├── docs │ ├── camera_conventions.md │ ├── camera_coordinate_conventions.jpg │ ├── models.md │ ├── teaser.jpeg │ ├── training_guide.md │ ├── visualizer.png │ └── visualizer_guide.md └── eg3d │ ├── calc_metrics.py │ ├── camera_utils.py │ ├── dataset_tool.py │ ├── dnnlib │ ├── __init__.py │ └── util.py │ ├── environment.yml │ ├── gen_samples.py │ ├── gen_videos.py │ ├── gui_utils │ ├── __init__.py │ ├── gl_utils.py │ ├── glfw_window.py │ ├── imgui_utils.py │ ├── imgui_window.py │ └── text_utils.py │ ├── legacy.py │ ├── metrics │ ├── __init__.py │ ├── equivariance.py │ ├── frechet_inception_distance.py │ ├── inception_score.py │ ├── kernel_inception_distance.py │ ├── metric_main.py │ ├── metric_utils.py │ ├── perceptual_path_length.py │ └── precision_recall.py │ ├── shape_utils.py │ ├── torch_utils │ ├── __init__.py │ ├── custom_ops.py │ ├── misc.py │ ├── ops │ │ ├── __init__.py │ │ ├── bias_act.cpp │ │ ├── bias_act.cu │ │ ├── bias_act.h │ │ ├── bias_act.py │ │ ├── conv2d_gradfix.py │ │ ├── conv2d_resample.py │ │ ├── filtered_lrelu.cpp │ │ ├── filtered_lrelu.cu │ │ ├── filtered_lrelu.h │ │ ├── filtered_lrelu.py │ │ ├── filtered_lrelu_ns.cu │ │ ├── filtered_lrelu_rd.cu │ │ ├── filtered_lrelu_wr.cu │ │ ├── fma.py │ │ ├── grid_sample_gradfix.py │ │ ├── upfirdn2d.cpp │ │ ├── upfirdn2d.cu │ │ ├── upfirdn2d.h │ │ └── upfirdn2d.py │ ├── persistence.py │ └── training_stats.py │ ├── train.py │ ├── training │ ├── __init__.py │ ├── augment.py │ ├── crosssection_utils.py │ ├── dataset.py │ ├── dual_discriminator.py │ ├── loss.py │ ├── networks_stylegan2.py │ ├── networks_stylegan3.py │ ├── superresolution.py │ ├── training_loop.py │ ├── triplane.py │ └── volumetric_rendering │ │ ├── __init__.py │ │ ├── math_utils.py │ │ ├── ray_marcher.py │ │ ├── ray_sampler.py │ │ └── renderer.py │ ├── visualizer.py │ └── viz │ ├── __init__.py │ ├── backbone_cache_widget.py │ ├── capture_widget.py │ ├── conditioning_pose_widget.py │ ├── latent_widget.py │ ├── layer_widget.py │ ├── performance_widget.py │ ├── pickle_widget.py │ ├── pose_widget.py │ ├── render_depth_sample_widget.py │ ├── render_type_widget.py │ ├── renderer.py │ ├── stylemix_widget.py │ ├── trunc_noise_widget.py │ └── zoom_widget.py └── efhq_stylegan ├── .github └── ISSUE_TEMPLATE │ └── bug_report.md ├── .gitignore ├── Dockerfile ├── LICENSE.txt ├── README.md ├── calc_metrics.py ├── dataset_tool.py ├── dnnlib ├── __init__.py └── util.py ├── docker_run.sh ├── docs ├── dataset-tool-help.txt ├── license.html ├── stylegan2-ada-teaser-1024x252.png ├── stylegan2-ada-training-curves.png └── train-help.txt ├── generate.py ├── legacy.py ├── metrics ├── __init__.py ├── frechet_inception_distance.py ├── inception_score.py ├── 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