[ { "FID": 2.84, "code_links": [ { "title": "NVlabs/stylegan2", "url": "https://github.com/NVlabs/stylegan2" }, { "title": "lucidrains/stylegan2-pytorch", "url": "https://github.com/lucidrains/stylegan2-pytorch" }, { "title": "rosinality/stylegan2-pytorch", "url": "https://github.com/rosinality/stylegan2-pytorch" }, { "title": "manicman1999/StyleGAN2-Tensorflow-2.0", "url": "https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0" }, { "title": "rosasalberto/StyleGAN2-TensorFlow-2.x", "url": "https://github.com/rosasalberto/StyleGAN2-TensorFlow-2.x" }, { "title": "tomguluson92/StyleGAN2_PyTorch", "url": "https://github.com/tomguluson92/StyleGAN2_PyTorch" }, { "title": "huangzh13/StyleGAN2.pytorch", "url": "https://github.com/huangzh13/StyleGAN2.pytorch" }, { "title": "EmptySamurai/pytorch-reconet", "url": "https://github.com/EmptySamurai/pytorch-reconet" }, { "title": "cyrilzakka/stylegan2-tpu", "url": "https://github.com/cyrilzakka/stylegan2-tpu" }, { "title": "JCBrouwer/maua-stylegan2", "url": "https://github.com/JCBrouwer/maua-stylegan2" }, { "title": "rolux/stylegan2tpu", "url": "https://github.com/rolux/stylegan2tpu" }, { "title": "Moises404/stylegan2-training-notes", "url": "https://github.com/Moises404/stylegan2-training-notes" }, { "title": "SpikeKing/stylegan2encoder-my", "url": "https://github.com/SpikeKing/stylegan2encoder-my" }, { "title": "tr1pzz/stylegan2-pytorch", "url": "https://github.com/tr1pzz/stylegan2-pytorch" }, { "title": "xunings/styleganime2", "url": "https://github.com/xunings/styleganime2" }, { "title": "Takuya-Shuto-engineer/PokemonGAN", "url": "https://github.com/Takuya-Shuto-engineer/PokemonGAN" }, { "title": "Ajasra/TattooStyleGAN2", "url": "https://github.com/Ajasra/TattooStyleGAN2" }, { "title": "Ajasra/tattoo", "url": "https://github.com/Ajasra/tattoo" }, { "title": "mbbrodie/stylegan2", "url": "https://github.com/mbbrodie/stylegan2" }, { "title": "nekitmm/StyleGan2", "url": "https://github.com/nekitmm/StyleGan2" }, { "title": "LightNormal/StyleGAN2withGUI", "url": "https://github.com/LightNormal/StyleGAN2withGUI" }, { "title": "mhuse/StyleGAN2LatentspaceInterpolation", "url": "https://github.com/mhuse/StyleGAN2LatentspaceInterpolation" }, { "title": "yeonwoo90/For_yw2", "url": "https://github.com/yeonwoo90/For_yw2" }, { "title": "alekseynp/stylegan2-pytorch", "url": "https://github.com/alekseynp/stylegan2-pytorch" }, { "title": "amirhb29/StyleGAN2_Style-Mixing", "url": "https://github.com/amirhb29/StyleGAN2_Style-Mixing" }, { "title": "b4nn3d/stylegan2encoder", "url": "https://github.com/b4nn3d/stylegan2encoder" }, { "title": "lin-zhao-resoLve/stylegan2-master", "url": "https://github.com/lin-zhao-resoLve/stylegan2-master" }, { "title": "Ichi-Mark-Kate/Cowboy-StyleGAN-2", "url": "https://github.com/Ichi-Mark-Kate/Cowboy-StyleGAN-2" }, { "title": "b4nn3d/stylegan2", "url": "https://github.com/b4nn3d/stylegan2" }, { "title": "jkcracker/stylegan2", "url": "https://github.com/jkcracker/stylegan2" }, { "title": "RuiLiFeng/noise", "url": "https://github.com/RuiLiFeng/noise" }, { "title": "mmetaa/stylegan2", "url": "https://github.com/mmetaa/stylegan2" }, { "title": "moritzsalla/stylegan2simple", "url": "https://github.com/moritzsalla/stylegan2simple" }, { "title": "minyoungg/GAN-Transform-and-Project", "url": "https://github.com/minyoungg/GAN-Transform-and-Project" } ], "date": "2019-12-03", "date2": 20191203, "model": "StyleGAN2", "paper": { "title": "Analyzing and Improving the Image Quality of StyleGAN", "url": "https://cknow.io/lib/1eb44dd38efabe67" }, "paper_data_uoa": "1eb44dd38efabe67" }, { "FID": 3.19, "code_links": [ { "title": "YangNaruto/FQ-GAN", "url": "https://github.com/YangNaruto/FQ-GAN" } ], "date": "2020-04-05", "date2": 20200405, "model": "FQ-GAN", "paper": { "title": "Feature Quantization Improves GAN Training", "url": "https://cknow.io/lib/9519e578585ad275" }, "paper_data_uoa": "9519e578585ad275" }, { "FID": 4.43, "code_links": [ { "title": "NVlabs/stylegan", "url": "https://github.com/NVlabs/stylegan" }, { "title": "NVlabs/ffhq-dataset", "url": "https://github.com/NVlabs/ffhq-dataset" }, { "title": "facebookresearch/pytorch_GAN_zoo", "url": "https://github.com/facebookresearch/pytorch_GAN_zoo" }, { "title": "rosinality/style-based-gan-pytorch", "url": "https://github.com/rosinality/style-based-gan-pytorch" }, { "title": "ShenYujun/InterFaceGAN", "url": "https://github.com/ShenYujun/InterFaceGAN" }, { "title": "taki0112/StyleGAN-Tensorflow", "url": "https://github.com/taki0112/StyleGAN-Tensorflow" }, { "title": "manicman1999/StyleGAN-Keras", "url": "https://github.com/manicman1999/StyleGAN-Keras" }, { "title": "huangzh13/StyleGAN.pytorch", "url": "https://github.com/huangzh13/StyleGAN.pytorch" }, { "title": "pfnet-research/chainer-stylegan", "url": "https://github.com/pfnet-research/chainer-stylegan" }, { "title": "SiskonEmilia/StyleGAN-PyTorch", "url": "https://github.com/SiskonEmilia/StyleGAN-PyTorch" }, { "title": "cc-hpc-itwm/DeepFakeDetection", "url": "https://github.com/cc-hpc-itwm/DeepFakeDetection" }, { "title": "manicman1999/StyleGAN-Tensorflow-2.0", "url": "https://github.com/manicman1999/StyleGAN-Tensorflow-2.0" }, { "title": "podgorskiy/StyleGAN_Blobless", "url": "https://github.com/podgorskiy/StyleGAN_Blobless" }, { "title": "ialhashim/StyleGAN-Tensorflow2", "url": "https://github.com/ialhashim/StyleGAN-Tensorflow2" }, { "title": "podgorskiy/StyleGan", "url": "https://github.com/podgorskiy/StyleGan" }, { "title": "sidward14/gan-lab", "url": "https://github.com/sidward14/gan-lab" }, { "title": "perplexingpegasus/EarthLandscapeGAN", "url": "https://github.com/perplexingpegasus/EarthLandscapeGAN" }, { "title": "mgmk2/StyleGAN", "url": "https://github.com/mgmk2/StyleGAN" }, { "title": "Tejas-Nanaware/GAN-Anime-Characters", "url": "https://github.com/Tejas-Nanaware/GAN-Anime-Characters" }, { "title": "delta6189/Anime-Sketch-Colorizer", "url": "https://github.com/delta6189/Anime-Sketch-Colorizer" }, { "title": "freegyp/stylegan-keras-ece655", "url": "https://github.com/freegyp/stylegan-keras-ece655" }, { "title": "LeChangAlex/GAN-Metric", "url": "https://github.com/LeChangAlex/GAN-Metric" }, { "title": "mokeam/StatueStyleGAN", "url": "https://github.com/mokeam/StatueStyleGAN" }, { "title": "RUTILEA/Chainer-StyleBasedGAN", "url": "https://github.com/RUTILEA/Chainer-StyleBasedGAN" }, { "title": "dhruvgrover1251/Playing_with_GANs", "url": "https://github.com/dhruvgrover1251/Playing_with_GANs" }, { "title": "slee5777/StyleGAN", "url": "https://github.com/slee5777/StyleGAN" }, { "title": "yeonwoo90/For_yw2", "url": "https://github.com/yeonwoo90/For_yw2" }, { "title": "foamliu/StyleGAN-PyTorch", "url": "https://github.com/foamliu/StyleGAN-PyTorch" }, { "title": "ChrisHuie/DataScienceInfusionsoft", "url": "https://github.com/ChrisHuie/DataScienceInfusionsoft" }, { "title": "casey-barr/generative-models-in-tensorflow", "url": "https://github.com/casey-barr/generative-models-in-tensorflow" }, { "title": "QuangBK/cStyleGAN", "url": "https://github.com/QuangBK/cStyleGAN" }, { "title": "byby221b/PaperReading", "url": "https://github.com/byby221b/PaperReading" }, { "title": "itsuki8914/stylegan-TensorFlow", "url": "https://github.com/itsuki8914/stylegan-TensorFlow" }, { "title": "yan-roo/FakeFace", "url": "https://github.com/yan-roo/FakeFace" }, { "title": "ashutosh1919/FaceGenerationStyleGAN", "url": "https://github.com/ashutosh1919/FaceGenerationStyleGAN" }, { "title": "heavenstobetsy/ArtGenerationwithStyleGan", "url": "https://github.com/heavenstobetsy/ArtGenerationwithStyleGan" }, { "title": "Aruie/Aru_StyleGAN", "url": "https://github.com/Aruie/Aru_StyleGAN" }, { "title": "khursani8/styletest", "url": "https://github.com/khursani8/styletest" } ], "date": "2018-12-12", "date2": 20181212, "model": "StyleGAN", "paper": { "title": "A Style-Based Generator Architecture for Generative Adversarial Networks", "url": "https://cknow.io/lib/d56c0cbe443d081b" }, "paper_data_uoa": "d56c0cbe443d081b" }, { "FID": 5.8, "code_links": [ { "title": "akanimax/BMSG-GAN", "url": "https://github.com/akanimax/BMSG-GAN" }, { "title": "akanimax/msg-stylegan-tf", "url": "https://github.com/akanimax/msg-stylegan-tf" }, { "title": "manicman1999/StyleGAN-Tensorflow-2.0", "url": "https://github.com/manicman1999/StyleGAN-Tensorflow-2.0" }, { "title": "Iceland-Leo/Style-MSG-GAN", "url": "https://github.com/Iceland-Leo/Style-MSG-GAN" } ], "date": "2019-03-14", "date2": 20190314, "model": "MSG-StyleGAN", "paper": { "title": "MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks", "url": "https://cknow.io/lib/5f4f61ad1ed4d7d2" }, "paper_data_uoa": "5f4f61ad1ed4d7d2" }, { "FID": 8.04, "code_links": [ { "title": "tkarras/progressive_growing_of_gans", "url": "https://github.com/tkarras/progressive_growing_of_gans" }, { "title": "facebookresearch/pytorch_GAN_zoo", "url": "https://github.com/facebookresearch/pytorch_GAN_zoo" }, { "title": "ShenYujun/InterFaceGAN", "url": "https://github.com/ShenYujun/InterFaceGAN" }, { "title": "akanimax/T2F", "url": "https://github.com/akanimax/T2F" }, { "title": "akanimax/pro_gan_pytorch", "url": "https://github.com/akanimax/pro_gan_pytorch" }, { "title": "jonasz/progressive_infogan", "url": "https://github.com/jonasz/progressive_infogan" }, { "title": "cedricoeldorf/ConditionalStyleGAN", "url": "https://github.com/cedricoeldorf/ConditionalStyleGAN" }, { "title": "timsainb/GAIA", "url": "https://github.com/timsainb/GAIA" }, { "title": "SiskonEmilia/StyleGAN-PyTorch", "url": "https://github.com/SiskonEmilia/StyleGAN-PyTorch" }, { "title": "cc-hpc-itwm/DeepFakeDetection", "url": "https://github.com/cc-hpc-itwm/DeepFakeDetection" }, { "title": "musikisomorphie/swd", "url": "https://github.com/musikisomorphie/swd" }, { "title": "Latope2-150/Progressive_Growing_of_GANs-PyTorch", "url": "https://github.com/Latope2-150/Progressive_Growing_of_GANs-PyTorch" }, { "title": "jeromerony/Progressive_Growing_of_GANs-PyTorch", "url": "https://github.com/jeromerony/Progressive_Growing_of_GANs-PyTorch" }, { "title": "yaxingwang/MineGAN", "url": "https://github.com/yaxingwang/MineGAN" }, { "title": "podgorskiy/StyleGan", "url": "https://github.com/podgorskiy/StyleGan" }, { "title": "axium/Blind-Image-Deconvolution-using-Deep-Generative-Priors", "url": "https://github.com/axium/Blind-Image-Deconvolution-using-Deep-Generative-Priors" }, { "title": "zsef123/PGGAN-Pytorch", "url": "https://github.com/zsef123/PGGAN-Pytorch" }, { "title": "hukkelas/progan-pytorch", "url": "https://github.com/hukkelas/progan-pytorch" }, { "title": "sidward14/gan-lab", "url": "https://github.com/sidward14/gan-lab" }, { "title": "LeChangAlex/GAN-Metric", "url": "https://github.com/LeChangAlex/GAN-Metric" }, { "title": "TUM-ML-Lab18/FaceSwap", "url": "https://github.com/TUM-ML-Lab18/FaceSwap" }, { "title": "KaitavMehta95/Insight-Ganscape-Studio", "url": "https://github.com/KaitavMehta95/Insight-Ganscape-Studio" }, { "title": "MNaplesDevelopment/DCGAN-PyTorch", "url": "https://github.com/MNaplesDevelopment/DCGAN-PyTorch" }, { "title": "MNaplesDevelopment/MNIST-DCGAN-PyTorch", "url": "https://github.com/MNaplesDevelopment/MNIST-DCGAN-PyTorch" }, { "title": "MNaplesDevelopment/Deep-Convolutional-Generative-Adversarial-Networks", "url": "https://github.com/MNaplesDevelopment/Deep-Convolutional-Generative-Adversarial-Networks" }, { "title": "DivJAth/DeepLearning5922", "url": "https://github.com/DivJAth/DeepLearning5922" }, { "title": "matt-roz/progressive_growing_of_gans_tensorflow_2", "url": "https://github.com/matt-roz/progressive_growing_of_gans_tensorflow_2" }, { "title": "t-ae/progan-s4tf", "url": "https://github.com/t-ae/progan-s4tf" }, { "title": "lonlyness/variational_temporal_abstraction", "url": "https://github.com/lonlyness/variational_temporal_abstraction" }, { "title": "tnishida13/DeOldify24", "url": "https://github.com/tnishida13/DeOldify24" }, { "title": "FloList/21cmGAN", "url": "https://github.com/FloList/21cmGAN" }, { "title": "alfagao/DeOldify", "url": "https://github.com/alfagao/DeOldify" }, { "title": "yoboget/CProGAN-ME", "url": "https://github.com/yoboget/CProGAN-ME" }, { "title": "Windrill/Scenery-Video-GANs", "url": "https://github.com/Windrill/Scenery-Video-GANs" }, { "title": "NikhitaMethwani/Deep-Fakes-Cars-Generation", "url": "https://github.com/NikhitaMethwani/Deep-Fakes-Cars-Generation" }, { "title": "wanderine/ProgressiveGAN3D", "url": "https://github.com/wanderine/ProgressiveGAN3D" }, { "title": "Soldie/DeOldify-colorir-imagens-antigas", "url": "https://github.com/Soldie/DeOldify-colorir-imagens-antigas" }, { "title": "thenhz/progressive_growing_of_gan", "url": "https://github.com/thenhz/progressive_growing_of_gan" }, { "title": "stevehansen43/progressive_GAN", "url": "https://github.com/stevehansen43/progressive_GAN" }, { "title": "civilman628/pgan", "url": "https://github.com/civilman628/pgan" }, { "title": "shahbuland/basic-gans", "url": "https://github.com/shahbuland/basic-gans" }, { "title": "random-quark/progressive-gan-completion", "url": "https://github.com/random-quark/progressive-gan-completion" }, { "title": "apisarek/gan_advances", "url": "https://github.com/apisarek/gan_advances" }, { "title": "Panagiotou/Random3DTerrain", "url": "https://github.com/Panagiotou/Random3DTerrain" }, { "title": "AndreasWieg/PC-PGGAN", "url": "https://github.com/AndreasWieg/PC-PGGAN" }, { "title": "Aruie/Aru_StyleGAN", "url": "https://github.com/Aruie/Aru_StyleGAN" }, { "title": "maxmax1992/WGAN_WGAN-GP", "url": "https://github.com/maxmax1992/WGAN_WGAN-GP" }, { "title": "kyranstar/Narcissus", "url": "https://github.com/kyranstar/Narcissus" } ], "date": "2017-10-27", "date2": 20171027, "model": "PGGAN", "paper": { "title": "Progressive Growing of GANs for Improved Quality, Stability, and Variation", "url": "https://cknow.io/lib/e00429f0643a89cd" }, "paper_data_uoa": "e00429f0643a89cd" } ]