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Aidea 人工智慧共創平台- AOI 瑕疵分類
Aidea 人工智慧共創平台- AOI 瑕疵分類
Master Student
・
Taipei City, Taiwan
此專案為藉由AOI影像訓練深度學習模型辨識產品表面瑕疵，使用框架為TensorFlow，AOI影像資料由工研院在Aidea釋出
● 分辨5種瑕疵類型
● 資料前處理使用影像的水平、垂直平移和隨機旋轉
● 使用InceptionResNet_v2、Xception、DenseNet169三種模型訓練
● 繳交結果顯示預訓練DenseNet模型的測試準確達到99.5%。
● 上傳平台最終排名為15/494(Top 3 %)
https://github.com/Eason0227/Aidea-AOI
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