├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── __init__.py ├── datasets ├── README.md ├── __init__.py ├── anime_face_tag_list.txt ├── anime_faces.py ├── celeba.py ├── celeba_facenet.py ├── convert_anime_faces_from_object_detection.py ├── convert_celeba.py ├── convert_danbooru_data.py ├── convert_general_image_data.py ├── convert_image_only.py ├── danbooru_2_illust2vec.py ├── danbooru_utils.py ├── dataset_factory.py ├── dataset_utils.py ├── download_and_convert_svhn.py ├── illust2vec_tag_list.json ├── illust2vec_tag_list.txt ├── image_only.py ├── image_pair.py ├── lbpcascade_animeface.xml ├── svhn.py └── vocabulary.csv ├── demo ├── inference_input │ └── cropped │ │ ├── IHIDUVI156JRG5N2NJGL6T0L6P76JWGU_0.png │ │ ├── IVW7BL5WMJRWF8TMXF9RNYE2O1VIPF13_0.png │ │ ├── K4NIGE15O9PB37WLK2JIL86R7V8RP0LB_0.png │ │ ├── KMJ2EAOPCPBXSH6P68S6IFH1TUVLY5E5_0.png │ │ ├── M9CPROQE8M3SBTILEA4CLIL8XWEM9AR1_0.png │ │ ├── NW3C1EMDU85NN6SOM1LWQXOXWDVOHVC1_0.png │ │ ├── O5OJJ5P8W15U2PL31P759GHB0PB1AFX0_0.png │ │ ├── ROJFO5Y2C4CT1SI51NBI8G8QVD42QK39_0.png │ │ ├── SYRMYTE4WV86L5F9KMBSQDNF42TSBG8U_0.png │ │ └── VNATMCGQF4CN1IE8NW2IDHUPNK1D441H_0.png ├── inference_output │ ├── anime │ │ ├── CKP7F1CTFJYYYF2O1P04J671HJMYJU0G_0.png │ │ ├── H2TSBH0A0O7UDYXL1V270RAPVD49CPAJ_0.png │ │ ├── IHIDUVI156JRG5N2NJGL6T0L6P76JWGU_0.png │ │ ├── IVW7BL5WMJRWF8TMXF9RNYE2O1VIPF13_0.png │ │ ├── K4NIGE15O9PB37WLK2JIL86R7V8RP0LB_0.png │ │ ├── KMJ2EAOPCPBXSH6P68S6IFH1TUVLY5E5_0.png │ │ ├── M9CPROQE8M3SBTILEA4CLIL8XWEM9AR1_0.png │ │ ├── NW3C1EMDU85NN6SOM1LWQXOXWDVOHVC1_0.png │ │ ├── O5OJJ5P8W15U2PL31P759GHB0PB1AFX0_0.png │ │ ├── OL9DQ7RFLAQNM06KU5YIBM9N48W1P269_0.png │ │ ├── ROJFO5Y2C4CT1SI51NBI8G8QVD42QK39_0.png │ │ ├── SYRMYTE4WV86L5F9KMBSQDNF42TSBG8U_0.png │ │ └── VNATMCGQF4CN1IE8NW2IDHUPNK1D441H_0.png │ └── cat │ │ ├── CKP7F1CTFJYYYF2O1P04J671HJMYJU0G_0.png │ │ ├── H2TSBH0A0O7UDYXL1V270RAPVD49CPAJ_0.png │ │ ├── IHIDUVI156JRG5N2NJGL6T0L6P76JWGU_0.png │ │ ├── IVW7BL5WMJRWF8TMXF9RNYE2O1VIPF13_0.png │ │ ├── K4NIGE15O9PB37WLK2JIL86R7V8RP0LB_0.png │ │ ├── KMJ2EAOPCPBXSH6P68S6IFH1TUVLY5E5_0.png │ │ ├── M9CPROQE8M3SBTILEA4CLIL8XWEM9AR1_0.png │ │ ├── NW3C1EMDU85NN6SOM1LWQXOXWDVOHVC1_0.png │ │ ├── O5OJJ5P8W15U2PL31P759GHB0PB1AFX0_0.png │ │ ├── OL9DQ7RFLAQNM06KU5YIBM9N48W1P269_0.png │ │ ├── ROJFO5Y2C4CT1SI51NBI8G8QVD42QK39_0.png │ │ ├── SYRMYTE4WV86L5F9KMBSQDNF42TSBG8U_0.png │ │ └── VNATMCGQF4CN1IE8NW2IDHUPNK1D441H_0.png └── web_interface_input │ ├── emma-watson-portrait.jpg │ └── ew.jpg ├── deployment ├── __init__.py ├── model_deploy.py └── model_deploy_test.py ├── docs ├── blog │ ├── A Learned Representation For Artistic Style_sample.jpg │ ├── blog_CH.html │ ├── blog_CH.md │ ├── blog_EN.md │ ├── cyclegan_combined.jpg │ ├── cyclegan_teaser.jpg │ ├── dph_11_combined.jpg │ ├── dph_11_final_res2.png │ ├── dph_11_naive.jpg │ ├── dph_11_target.jpg │ ├── front_page.png │ ├── front_page_ver2.png │ ├── gakki.png │ ├── gakki_2.png │ ├── getchu_sample.png │ ├── human_to_anime.jpg │ ├── human_to_anime_conditioned.png │ ├── human_to_cat.jpg │ ├── makegirlsmoe_sample.jpg │ ├── nearest_neighbors.jpg │ ├── nearest_neighbors_half.jpg │ ├── neural_style_sample.jpeg │ ├── pggan_representative_image_512x256.png │ ├── pix2pix_examples.jpg │ ├── trump.png │ ├── unknown_celeb.png │ └── unsupervised_facebook_sample.png ├── datasets.md ├── images │ ├── AX18_TwinGAN-14.png │ ├── AX18_TwinGAN-15.png │ ├── AX18_TwinGAN-17.png │ ├── AX18_TwinGAN-18.png │ ├── TwinGAN_Diagram.png │ ├── TwinGAN_Diagram_conv_layer.png │ ├── TwinGAN_Diagram_v1.png │ └── twingan_web_interface.jpg ├── infer_and_eval.md ├── refactor_tracker.md ├── tech_report │ ├── README.md │ └── twingan.pdf ├── training.md ├── use_your_dataset.md └── web_interface.md ├── image_generation.py ├── inference ├── __init__.py └── image_translation_infer.py ├── interface ├── __init__.py ├── face_detection_util.py ├── interface_utils.py ├── label_map_util.py ├── object_detection_lib │ ├── __init__.py │ ├── standard_fields.py │ ├── visualization_utils.py │ └── visualization_utils_test.py ├── protos │ ├── __init__.py │ ├── face_label_map.pbtxt │ ├── string_int_label_map.proto │ └── string_int_label_map_pb2.py ├── server.py ├── static │ ├── angular.min.js │ ├── animator.js │ ├── bootstrap │ │ ├── css │ │ │ ├── bootstrap-responsive.css │ │ │ ├── bootstrap-responsive.min.css │ │ │ ├── bootstrap.css │ │ │ └── bootstrap.min.css │ │ ├── img │ │ │ ├── glyphicons-halflings-white.png │ │ │ └── glyphicons-halflings.png │ │ └── js │ │ │ ├── bootstrap.js │ │ │ └── bootstrap.min.js │ ├── images │ │ ├── combined │ │ │ └── .gitignore │ │ ├── cropped_faces │ │ │ └── .gitignore │ │ ├── inputs │ │ │ └── .gitignore │ │ ├── mock │ │ │ └── mock_twingan_output.png │ │ ├── transferred_faces │ │ │ └── .gitignore │ │ └── transferred_faces_2x │ │ │ └── .gitignore │ ├── index.html │ ├── index_webcam.html │ ├── jquery-ui.css │ ├── jquery-ui.min.js │ ├── jquery.min.js │ ├── webcam.min.js │ ├── webcam_test.html │ └── webcam_utils.js ├── twingan_client.py └── waifu2x_interface.py ├── libs ├── __init__.py ├── arial.ttf ├── batch_norm.py ├── gdrop.py ├── instance_norm.py ├── ms_ssim.py ├── ops.py ├── prefetcher.py ├── self_attention.py └── sn.py ├── model ├── __init__.py ├── fp16_example.py ├── frozen_inference_graph_face.pb └── model_inheritor.py ├── nets ├── README.md ├── __init__.py ├── alexnet.py ├── alexnet_test.py ├── cifarnet.py ├── cyclegan.py ├── cyclegan_dis.py ├── cyclegan_test.py ├── dcgan.py ├── dcgan_test.py ├── grad_cam.py ├── illust2vec.py ├── inception.py ├── inception_model.py ├── inception_resnet_v2.py ├── inception_resnet_v2_test.py ├── inception_utils.py ├── inception_v1.py ├── inception_v1_test.py ├── inception_v2.py ├── inception_v2_test.py ├── inception_v3.py ├── inception_v3_test.py ├── inception_v4.py ├── inception_v4_test.py ├── lenet.py ├── mobilenet_v1.md ├── mobilenet_v1.png ├── mobilenet_v1.py ├── mobilenet_v1_test.py ├── model.py ├── nasnet │ ├── README.md │ ├── __init__.py │ ├── nasnet.py │ ├── nasnet_test.py │ ├── nasnet_utils.py │ └── nasnet_utils_test.py ├── nets_factory.py ├── nets_factory_test.py ├── overfeat.py ├── overfeat_test.py ├── pggan.py ├── pggan_utils.py ├── pix2pix.py ├── pix2pix_test.py ├── resnet_utils.py ├── resnet_v1.py ├── resnet_v1_test.py ├── resnet_v2.py ├── resnet_v2_layernorm.py ├── resnet_v2_test.py ├── vgg.py └── vgg_test.py ├── pggan_runner.py ├── preprocessing ├── README.md ├── __init__.py ├── cifarnet_preprocessing.py ├── danbooru_preprocessing.py ├── illust2vec_image_mean.npy ├── inception_preprocessing.py ├── lenet_preprocessing.py ├── preprocessing_factory.py ├── preprocessing_util.py └── vgg_preprocessing.py ├── requirement.txt ├── train_image_classifier.py ├── twingan.py ├── util_io.py ├── util_io_test.py ├── util_misc.py └── util_misc_test.py /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jerryli27/TwinGAN/HEAD/CONTRIBUTING.md 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