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AI画像生成器の内部構造は、複雑であると同時に非常に興味深いものです。その多くは拡散モデルを利用しており、ランダムノイズから始めて、シミュレートされた劣化プロセスを逆順に繰り返すことで、徐々に一貫性のある画像へと洗練させていきます。この技術とトランスフォーマーアーキテクチャを組み合わせることで、AIは文脈、構図、さらには感情や雰囲気といった抽象的な概念さえも理解できるようになります。これらのモデルの学習には、膨大な計算能力と、多くの場合公開されている画像から収集された、厳選されたデータセットが必要です。データの多様性と倫理的な調…
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