印鑑削除プロジェクト
スキャン又はキャプチャされた画像から印鑑を自動的に検出して除去するエンジンを開発するとの目的です・本プロジェクトを展開した時で多くの課題を対面しました。 例えば、印鑑に関する基準（印鑑の形状や色等）がないこと、特にスキャン又は撮影された画像の２パータンで対応するのも大きな課題です。 2つの重要なメトリック（精度と性能）を考慮しながら数方法を試した上で、最後にオブジェクト検出ステップ用のYOLOv3をデプロイし、アウトプット生成用のK-means法・ scikit-learnとOpenCVを利用する方向で進めるようになりました。
スキャン又はキャプチャされた画像から印鑑を自動的に検出して除去するエンジンを開発するとの目的です・本プロジェクトを展開した時で多くの課題を対面しました。 例えば、印鑑に関する基準（印鑑の形状や色等）がないこと、特にスキャン又は撮影された画像の２パータンで対応するのも大きな課題です。 2つの重要なメトリック（精度と性能）を考慮しながら数方法を試した上で、最後にオブジェクト検出ステップ用のYOLOv3をデプロイし、アウトプット生成用のK-means法・ scikit-learnとOpenCVを利用する方向で進めるようになりました。
.Net & C# Development Web Applications
Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, "Lorem ipsum dolor sit amet..", comes from a line in section 1.10.32.
.Net & C# Development Web Applications
Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, "Lorem ipsum dolor sit amet..", comes from a line in section 1.10.32.
.Net & C# Development Web Applications
Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical Latin literature from 45 BC, making it over 2000 years old. Richard McClintock, a Latin professor at Hampden-Sydney College in Virginia, looked up one of the more obscure Latin words, consectetur, from a Lorem Ipsum passage, and going through the cites of the word in classical literature, discovered the undoubtable source. Lorem Ipsum comes from sections 1.10.32 and 1.10.33 of "de Finibus Bonorum et Malorum" (The Extremes of Good and Evil) by Cicero, written in 45 BC. This book is a treatise on the theory of ethics, very popular during the Renaissance. The first line of Lorem Ipsum, "Lorem ipsum dolor sit amet..", comes from a line in section 1.10.32.
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