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みんなが使えるGANを作る

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 みんなが使えるGANを作る

ゲームのアーティストさんがGAN (Generative Adversarial Network)で生成された画像を新しいアイデアの参考にできたらいいなというのがモチベーションです

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Yasunori Tanaka

November 12, 2017
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  1. Who I am? • ࢯ໊: ాதԺࣝ (Tanaka Yasunori) • @yanak174

    • https://blog.codingecho.com • ॴଐ: גࣜձࣾenish • όοΫΤϯυ͔ΒϑϩϯτΤϯυ(Unity, iOS)·Ͱ
  2. June to September • ެࣜϖʔδΛࢀߟʹTensorFlowΛ৮Γ࢝ΊΔ • Google Cloud Machine Learning

    EngineΛ৮Δ • GANΛTensorFlowͰ࣮૷͢Δ (https://wiseodd.github.io/ techblog/2016/09/17/gan-tensorflow/)
  3. October to November • GANΛCoreML (iOS)Ͱಈ͔ͨ͢ΊʹiOSͱswiftΛ৮Γ࢝ΊΔ • Converting Training Models

    to Core ML(https:// developer.apple.com/documentation/coreml/ converting_trained_models_to_core_ml) • TensorFlowͷϞσϧΛCoreMLͷϞσϧʹίϯόʔτͰ͖ͳ͍ɻ KerasͷϞσϧͳΒͰ͖ΔͷͰKerasͰGANͷϞσϧΛ࡞ͬͯ CoreMLͷϞσϧʹίϯόʔτ͢Δ • iOSͰMNISTͷσʔλΛ࢖ֶͬͯशͨ͠GANͷΠϝʔδΛग़ྗ͞ ͤΔ (Doing now!)
  4. GANΛΈΜͳ͕࢖͑ΔΑ͏ʹ͢ Δ·Ͱͷखॱ 1. “θϩ͔Β࡞ΔDeep Learning”ΛಡΉ 2. GANͷblogΛಡΉ 3. Keras(or TensorFlow)ͰGANΛ࣮૷ͯ͠ɺখ͍͞σʔλͰֶश͢

    ΔɻJupyter࢖͏ 4. ࿦จΛಡΉ (optional) 5. େ͖͍σʔλΛGoogle Cloud Machine LearningͰֶश 6. iOS, Android΍WebΞϓϦέʔγϣϯͰΈΜͳ͕࢖͑ΔΑ͏ʹ͢Δ