├── .gitignore ├── LICENSE ├── README.md ├── assets ├── appearance │ ├── 001_19_1_000.gif │ ├── 001_19_1_000.jpg │ ├── 001_19_1_000.mp4 │ ├── Sweaters-id_0000337302_4_full.gif │ ├── Sweaters-id_0000337302_4_full.jpg │ └── Sweaters-id_0000337302_4_full.mp4 ├── appearance_transfer.jpg ├── motion │ ├── 000.jpg │ ├── Sweaters-id_0000088807_4_full.jpg │ ├── mixamo_0007_Sweaters-id_0000088807_4_full.gif │ ├── mixamo_0007_Sweaters-id_0000088807_4_full.mp4 │ ├── mixamo_0031_000.gif │ └── mixamo_0031_000.mp4 ├── motion_transfer.jpg ├── novel │ ├── Jackets_Vests-id_0000071603_4_full.gif │ ├── Jackets_Vests-id_0000071603_4_full.jpg │ ├── T_novel_view_Jackets_Vests-id_0000071603_4_full.mp4 │ ├── novel_3.gif │ ├── novel_3.jpg │ └── novel_3.mp4 ├── novel_view.jpg ├── pipeline.png ├── src_imgs │ ├── fashion_man │ │ ├── Jackets_Vests-id_0000008408_4_full.jpg │ │ ├── Jackets_Vests-id_0000009401_4_full.jpg │ │ ├── Jackets_Vests-id_0000071603_4_full.jpg │ │ ├── Jackets_Vests-id_0000190301_4_full.jpg │ │ ├── Jackets_Vests-id_0000243902_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000097801_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000097802_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000183103_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000674001_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000680701_4_full.jpg │ │ ├── Sweatshirts_Hoodies-id_0000687702_4_full.jpg │ │ └── Sweatshirts_Hoodies-id_0000761301_4_full.jpg │ ├── fashion_woman │ │ ├── Sweaters-id_0000088807_4_full.jpg │ │ ├── Sweaters-id_0000337302_4_full.jpg │ │ ├── Sweaters-id_0000363204_4_full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000666802_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000694703_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000695303_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000695304_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000700302_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000714902_4full.jpg │ │ ├── fashionWOMENBlouses_Shirtsid0000730502_4full.jpg │ │ └── fashionWOMENDressesid0000271801_4full.jpg │ ├── imper_A_Pose │ │ ├── 001_11_1_0000.jpg │ │ ├── 001_19_1_000.jpg │ │ ├── 009_5_1_000.jpg │ │ ├── 010_2_1_000.jpg │ │ ├── 012_2_1_000.jpg │ │ ├── 019_2_1_000.jpg │ │ ├── 023_3_1_000.jpg │ │ ├── 024_7_2_0000.jpg │ │ ├── 024_8_2_0000.jpg │ │ ├── 025_1_1_0000.jpg │ │ └── 026_1_1_0000.jpg │ ├── imper_Random_Pose │ │ ├── 009_5_2_0100.jpg │ │ ├── 010_1_1_000.jpg │ │ └── novel_3.jpg │ └── internet │ │ ├── ins3.jpg │ │ ├── ins8.jpg │ │ ├── men1_256.jpg │ │ └── women1_256.jpg ├── table_1_update.png ├── thumbnail.jpg └── visuals │ ├── appearance │ ├── 001_19_1_000.gif │ ├── 001_19_1_000.jpg │ ├── 001_19_1_000.mp4 │ ├── Sweaters-id_0000337302_4_full.gif │ ├── Sweaters-id_0000337302_4_full.jpg │ └── Sweaters-id_0000337302_4_full.mp4 │ ├── motion │ ├── 009_5_1_000.jpg │ ├── Sweaters-id_0000088807_4_full.jpg │ ├── mixamo_0007_Sweaters-id_0000088807_4_full.gif │ ├── mixamo_0007_Sweaters-id_0000088807_4_full.mp4 │ ├── mixamo_0031_000.gif │ └── mixamo_0031_000.mp4 │ └── novel │ ├── Jackets_Vests-id_0000071603_4_full.gif │ ├── Jackets_Vests-id_0000071603_4_full.jpg │ ├── T_novel_view_Jackets_Vests-id_0000071603_4_full.mp4 │ ├── novel_3.gif │ ├── novel_3.jpg │ └── novel_3.mp4 ├── data ├── __init__.py ├── custom_dataset_data_loader.py ├── dataset.py ├── fashion_dataset.py ├── imper_dataset.py ├── imper_fashion_place_dataset.py └── place_dataset.py ├── demo_imitator.py ├── demo_swap.py ├── demo_view.py ├── doc ├── bug_list.md ├── extract_smpl.md ├── features.md ├── neuralAvatar.md ├── postTune.md ├── runDetails.md └── train.md ├── environment.yml ├── evaluate.py ├── impersonator.ipynb ├── models ├── __init__.py ├── animator.py ├── baseline.py ├── imitator.py ├── impersonator_trainer.py ├── impersonator_trainer_aug.py ├── models.py ├── swapper.py └── viewer.py ├── networks ├── __init__.py ├── baseline.py ├── batch_smpl.py ├── discriminator.py ├── facenet.py ├── generator.py ├── hmr.py ├── inpaintor.py └── networks.py ├── options ├── __init__.py ├── base_options.py ├── test_options.py └── train_options.py ├── outputs └── README.md ├── requirements.txt ├── run_imitator.py ├── run_swap.py ├── run_view.py ├── scripts ├── appearance_transfer │ ├── runner.sh │ └── template.sh ├── motion_imitation │ ├── evaluate.sh │ ├── runner.sh │ └── template.sh ├── novel_view_synthesis │ ├── runner.sh │ └── template.sh ├── train_iPER.sh └── train_iPER_Place2.sh ├── thirdparty ├── his_evaluators │ ├── README.md │ ├── __init__.py │ ├── data │ │ ├── MS_novel_view_protocol.json │ │ ├── MS_protocol.json │ │ ├── fashionvideo_protocol.json │ │ ├── iPER_AT_protocol.json │ │ └── iPER_protocol.json │ ├── his_evaluators │ │ ├── __init__.py │ │ ├── evaluators │ │ │ ├── __init__.py │ │ │ ├── appearance_transfer.py │ │ │ ├── base.py │ │ │ ├── motion_imitation.py │ │ │ └── novel_view_synthesize.py │ │ ├── metrics │ │ │ ├── OSreid │ │ │ │ ├── OSNet.py │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder.py │ │ │ │ ├── image_handler.py │ │ │ │ ├── main.py │ │ │ │ ├── requirements.txt │ │ │ │ └── utils.py │ │ │ ├── PCBreid │ │ │ │ ├── .gitignore │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── demo.py │ │ │ │ ├── evaluate.py │ │ │ │ ├── evaluate_gpu.py │ │ │ │ ├── evaluate_rerank.py │ │ │ │ ├── model.py │ │ │ │ ├── model │ │ │ │ │ └── PCB │ │ │ │ │ │ ├── model.py │ │ │ │ │ │ ├── opts.yaml │ │ │ │ │ │ └── train.py │ │ │ │ ├── person_dist.py │ │ │ │ ├── prepare.py │ │ │ │ ├── prepare_static.py │ │ │ │ ├── random_erasing.py │ │ │ │ ├── re_ranking.py │ │ │ │ ├── test.py │ │ │ │ └── train.py │ │ │ ├── __init__.py │ │ │ ├── bodynets │ │ │ │ ├── __init__.py │ │ │ │ ├── batch_smpl.py │ │ │ │ └── hmr.py │ │ │ ├── facenet_pytorch │ │ │ │ ├── .gitignore │ │ │ │ ├── .gitmodules │ │ │ │ ├── .travis.yml │ │ │ │ ├── LICENSE.md │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── codecov.yml │ │ │ │ ├── data │ │ │ │ │ ├── .gitignore │ │ │ │ │ ├── multiface.jpg │ │ │ │ │ ├── multiface_detected.png │ │ │ │ │ ├── onet.pt │ │ │ │ │ ├── pnet.pt │ │ │ │ │ ├── rnet.pt │ │ │ │ │ ├── test_images │ │ │ │ │ │ ├── angelina_jolie │ │ │ │ │ │ │ └── 1.jpg │ │ │ │ │ │ ├── bradley_cooper │ │ │ │ │ │ │ └── 1.jpg │ │ │ │ │ │ ├── kate_siegel │ │ │ │ │ │ │ └── 1.jpg │ │ │ │ │ │ ├── paul_rudd │ │ │ │ │ │ │ └── 1.jpg │ │ │ │ │ │ └── shea_whigham │ │ │ │ │ │ │ └── 1.jpg │ │ │ │ │ └── test_images_aligned │ │ │ │ │ │ ├── angelina_jolie │ │ │ │ │ │ └── 1.png │ │ │ │ │ │ ├── bradley_cooper │ │ │ │ │ │ └── 1.png │ │ │ │ │ │ ├── kate_siegel │ │ │ │ │ │ └── 1.png │ │ │ │ │ │ ├── paul_rudd │ │ │ │ │ │ └── 1.png │ │ │ │ │ │ └── shea_whigham │ │ │ │ │ │ └── 1.png │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── inception_resnet_v1.py │ │ │ │ │ ├── mtcnn.py │ │ │ │ │ └── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── detect_face.py │ │ │ │ │ │ ├── tensorflow2pytorch.py │ │ │ │ │ │ └── training.py │ │ │ │ ├── setup.py │ │ │ │ └── tests │ │ │ │ │ ├── perf_test.py │ │ │ │ │ ├── travis_requirements.txt │ │ │ │ │ └── travis_test.py │ │ │ ├── lpips │ │ │ │ ├── __init__.py │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_model.py │ │ │ │ │ ├── dist_model.py │ │ │ │ │ ├── networks_basic.py │ │ │ │ │ └── pretrained_networks.py │ │ │ │ ├── util │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── util.py │ │ │ │ └── weights │ │ │ │ │ ├── v0.0 │ │ │ │ │ ├── alex.pth │ │ │ │ │ ├── squeeze.pth │ │ │ │ │ └── vgg.pth │ │ │ │ │ └── v0.1 │ │ │ │ │ ├── alex.pth │ │ │ │ │ ├── squeeze.pth │ │ │ │ │ └── vgg.pth │ │ │ ├── metrics.py │ │ │ └── yolov3 │ │ │ │ ├── .gitignore │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── __init__.py │ │ │ │ ├── assets │ │ │ │ ├── dog.png │ │ │ │ ├── giraffe.png │ │ │ │ ├── messi.png │ │ │ │ └── traffic.png │ │ │ │ ├── config │ │ │ │ ├── coco.data │ │ │ │ ├── create_custom_model.sh │ │ │ │ ├── custom.data │ │ │ │ ├── yolov3-spp.cfg │ │ │ │ ├── yolov3-tiny.cfg │ │ │ │ └── yolov3.cfg │ │ │ │ ├── data │ │ │ │ ├── coco.names │ │ │ │ ├── custom │ │ │ │ │ ├── classes.names │ │ │ │ │ ├── images │ │ │ │ │ │ └── train.jpg │ │ │ │ │ ├── labels │ │ │ │ │ │ └── train.txt │ │ │ │ │ ├── train.txt │ │ │ │ │ └── valid.txt │ │ │ │ ├── get_coco_dataset.sh │ │ │ │ └── samples │ │ │ │ │ ├── dog.jpg │ │ │ │ │ ├── eagle.jpg │ │ │ │ │ ├── field.jpg │ │ │ │ │ ├── giraffe.jpg │ │ │ │ │ ├── herd_of_horses.jpg │ │ │ │ │ ├── messi.jpg │ │ │ │ │ ├── person.jpg │ │ │ │ │ ├── room.jpg │ │ │ │ │ └── street.jpg │ │ │ │ ├── detect.py │ │ │ │ ├── human_detector.py │ │ │ │ ├── models.py │ │ │ │ ├── requirements.txt │ │ │ │ ├── test.py │ │ │ │ ├── train.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── augmentations.py │ │ │ │ ├── datasets.py │ │ │ │ ├── logger.py │ │ │ │ ├── parse_config.py │ │ │ │ └── utils.py │ │ │ │ └── weights │ │ │ │ └── download_weights.sh │ │ ├── protocols │ │ │ ├── MotionSynthetic.py │ │ │ ├── YoutubeDancer18.py │ │ │ ├── __init__.py │ │ │ ├── fashionvideo.py │ │ │ ├── iPER.py │ │ │ └── protocol.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── io.py │ │ │ └── video.py │ ├── requirements.txt │ ├── setup.py │ └── tests │ │ ├── MotionSynthetic_test.py │ │ ├── __init__.py │ │ ├── data │ │ ├── pred_00000000.jpg │ │ ├── pred_00000114.jpg │ │ ├── pred_00000175.jpg │ │ └── pred_00000423.jpg │ │ ├── human_detector_test.py │ │ ├── metric_runner_test.py │ │ └── metric_test.py └── neural_renderer │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── examples │ ├── __init__.py │ ├── data │ │ ├── example2_ref.png │ │ ├── example3_ref.png │ │ ├── example4_init.png │ │ ├── example4_ref.png │ │ └── teapot.obj │ ├── example1.py │ ├── example2.py │ ├── example3.py │ └── example4.py │ ├── files.txt │ ├── neural_renderer │ ├── __init__.py │ ├── cuda │ │ ├── __init__.py │ │ ├── create_texture_image.py │ │ ├── create_texture_image_cuda.cpp │ │ ├── create_texture_image_cuda_kernel.cu │ │ ├── load_textures.py │ │ ├── load_textures_cuda.cpp │ │ ├── load_textures_cuda_kernel.cu │ │ ├── rasterize.py │ │ ├── rasterize_cuda.cpp │ │ └── rasterize_cuda_kernel.cu │ ├── get_points_from_angles.py │ ├── lighting.py │ ├── load_obj.py │ ├── look.py │ ├── look_at.py │ ├── mesh.py │ ├── perspective.py │ ├── projection.py │ ├── rasterize.py │ ├── rasterize_test.py │ ├── renderer.py │ ├── save_obj.py │ └── vertices_to_faces.py │ ├── setup.py │ └── tests │ ├── __init__.py │ ├── data │ ├── teapot.obj │ ├── teapot_blender.png │ ├── test_depth.png │ └── tetrahedron.obj │ ├── test_get_points_from_angles.py │ ├── test_lighting.py │ ├── test_load_obj.py │ ├── test_look.py │ ├── test_look_at.py │ ├── test_perspective.py │ ├── test_rasterize.py │ ├── test_rasterize_depth.py │ ├── test_rasterize_silhouettes.py │ ├── test_renderer.py │ ├── test_save_obj.py │ ├── test_vertices_to_faces.py │ └── utils.py ├── tools ├── unzip_iPER.py └── visual_iPER.py ├── train.py └── utils ├── __init__.py ├── cv_utils.py ├── detectors.py ├── mesh.py ├── nmr.py ├── tb_visualizer.py ├── util.py ├── video.py └── visdom_visualizer.py 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