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CGAN

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CGANのメモ.

  • コード: https://colab.research.google.com/drive/1vrPl47CZQDtFkHHbh1u8P0KeIfYmv7KU?usp=sharing

  • 条件にラベルを付与することで,指定したラベルの画像を生成する

    • real or fakeを識別する
    • ラベルとマッチしているかも識別する
  • 単純に,画像にラベルをone-hotで結合するだけ.

  • DCGANにほんの少しの工夫を加えるだけで,こうしたことができてしまう.研究においてオリジナリティを出す参考になると思う.

  • 0-9まで順番に指定しながら生成した例(DCGANと違ってランダムではない)
    1エポック
    image.png

10エポック
image.png

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