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      "ref": "selfishgene/gmm-in-convolutional-autoencoder-space",
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      "ref": "wrosinski/gan-hacks-ralsgan-again",
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      "ref": "kostyaatarik/take-a-look-at-all-these-lovely-puppies",
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      "ref": "cdeotte/dog-breed-acgan-lb-52",
      "votes": 175
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      "ref": "mjbrophy/kernel0c000e26a9",
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      "ref": "toshikazuwatanabe/keras-generative-dog-images",
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      "ref": "vaibhavmathur96/dog-memorizer-gan",
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      "ref": "bitthal/understanding-input-data-and-loading-with-pytorch",
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      "ref": "mpalermo/remove-grideffect-on-generated-images",
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      "ref": "johannl/sn-dcgan",
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    {
      "ref": "yukia18/opencv-vs-pil-speed-comparisons-for-pytorch-user",
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      "ref": "grapestone5321/semi-supervised-gan",
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      "ref": "j98527852/dog-gan",
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      "ref": "grapestone5321/dcgan-basic-using-svhn",
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      "ref": "haataa/dcgan-first-try",
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      "ref": "risperbevalyn/dcgan",
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      "ref": "tenffe/vqvae-for-dog-image-generation",
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    },
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      "ref": "rhodiumbeng/prepare-load-and-save-dog-images",
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      "ref": "grapestone5321/gan-basic-using-mnist",
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      "ref": "tanreinama/dcgan",
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    {
      "ref": "phoenix9032/simple-pytorch-wgan-div-for-dog-images",
      "votes": 47
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      "ref": "benru89/dog-dcgan",
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    {
      "ref": "jesucristo/animation-gan-latent-walk",
      "votes": 51
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    {
      "ref": "shubham505/imitation-game-2f436a",
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    {
      "ref": "jobzhf88/generative-dog-images-dcgan-1-commit",
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    },
    {
      "ref": "yonatanmedan/my-try-on-implementing-vq-vae",
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    },
    {
      "ref": "zning1994/generative-dog-learning-and-joining-the-contest",
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    {
      "ref": "roydatascience/introduction-to-generative-adversarial-networks",
      "votes": 449
    },
    {
      "ref": "a11rand0m/memorizer-v1",
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    {
      "ref": "francoisdubois/biggan-aaronleong-64",
      "votes": 23
    },
    {
      "ref": "jesucristo/memorizer-cgan-for-dummies",
      "votes": 339
    },
    {
      "ref": "tenffe/acgan-for-generating-dog-images",
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    },
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      "ref": "jazivxt/imitation-game",
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    {
      "ref": "cdeotte/dog-memorizer-gan",
      "votes": 750
    },
    {
      "ref": "kostyaatarik/dcgan1",
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    {
      "ref": "jmcslk/pytorch-dcgan-doggo-generator",
      "votes": 18
    },
    {
      "ref": "shubham505/supervised-generative-dog-net",
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    {
      "ref": "tenffe/dcgan-with-tensorflow",
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    },
    {
      "ref": "cmalla94/dcgan-generating-dog-images-with-tensorflow",
      "votes": 88
    },
    {
      "ref": "yashmaxnet/gan-dog-image-generation",
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    },
    {
      "ref": "snakayama/simple-keras-dcgan-v1",
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    {
      "ref": "cdeotte/supervised-generative-dog-net",
      "votes": 508
    },
    {
      "ref": "akashs2021/pytorch-beginner-code",
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    },
    {
      "ref": "tenffe/dcgan-with-crop-image-by-tensorflow",
      "votes": 5
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    {
      "ref": "timdarcet/translated-commented-imitation-game",
      "votes": 1
    },
    {
      "ref": "guillaumedesforges/usable-complete-data-loading-utility",
      "votes": 32
    },
    {
      "ref": "mohitduklan/storing-bounding-box-image-and-labels",
      "votes": 3
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    {
      "ref": "atomichighfive/dog-factory",
      "votes": 0
    },
    {
      "ref": "ddrbcn/counting-bounding-boxes",
      "votes": 9
    },
    {
      "ref": "felipefonte99/dcgan-with-comments-lb-47",
      "votes": 4
    },
    {
      "ref": "francoisdubois/ralsgan-dogs-improved-parameters",
      "votes": 63
    },
    {
      "ref": "eddididi/very-basic-gan-in-tensorflow",
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    },
    {
      "ref": "guillaumedesforges/loading-the-cropped-dogs-seamlessly-with-pytorch",
      "votes": 44
    },
    {
      "ref": "ilu000/public-leaderboard-cleaned",
      "votes": 16
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    {
      "ref": "thanatoz/generating-dogs-with-dcgan",
      "votes": 8
    },
    {
      "ref": "rhodiumbeng/crop-dog-images",
      "votes": 15
    },
    {
      "ref": "whizzkid/dcgan-on-cropped-dog-images",
      "votes": 22
    },
    {
      "ref": "agatan/sagan-resnet-annots",
      "votes": 13
    },
    {
      "ref": "whizzkid/crop-images-using-bounding-box",
      "votes": 125
    },
    {
      "ref": "phoenix9032/fastai-wgan-for-dog-image-generation",
      "votes": 51
    },
    {
      "ref": "paulorzp/show-annotations-and-breeds",
      "votes": 104
    },
    {
      "ref": "nelly43/gan-dogs",
      "votes": 3
    },
    {
      "ref": "cdeotte/dog-autoencoder",
      "votes": 326
    },
    {
      "ref": "shubham505/imitation-game-step-by-step",
      "votes": 20
    },
    {
      "ref": "neonninja/keras-dcgan",
      "votes": 10
    },
    {
      "ref": "francoisdubois/dcgan-keras",
      "votes": 25
    },
    {
      "ref": "sakami/mifid-evaluator-local-validation-framework",
      "votes": 27
    },
    {
      "ref": "jesucristo/introducing-dcgan-dogs-images",
      "votes": 338
    },
    {
      "ref": "titericz/imitation-of-imitation-game",
      "votes": 43
    },
    {
      "ref": "takumiito/commented-imitation-game",
      "votes": 26
    },
    {
      "ref": "speedwagon/variational-autoencoder-dogs-generation",
      "votes": 179
    },
    {
      "ref": "shwetagoyal4/dcgan-using-pytorch",
      "votes": 27
    },
    {
      "ref": "francoisdubois/bidirectionnal-gan-keras",
      "votes": 24
    },
    {
      "ref": "witold1/quick-data-explanation-and-eda",
      "votes": 38
    },
    {
      "ref": "titericz/ralsgan-dogs-vladislav-bakhteev-kernel",
      "votes": 50
    },
    {
      "ref": "speedwagon/ram-dataloader",
      "votes": 68
    },
    {
      "ref": "speedwagon/ralsgan-dogs",
      "votes": 289
    },
    {
      "ref": "jesucristo/gan-introduction",
      "votes": 1954
    },
    {
      "ref": "super13579/dcgan-with-dog-generation-gif",
      "votes": 31
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    {
      "ref": "mnpinto/gan-dogs-starter",
      "votes": 1
    },
    {
      "ref": "artgor/dcgan-baseline",
      "votes": 272
    },
    {
      "ref": "wendykan/demo-mifid-metric-for-dog-image-generation-comp",
      "votes": 236
    },
    {
      "ref": "wendykan/gan-dogs-starter",
      "votes": 526
    }
  ]
}