1102_Artificial Intelligence
Course Period：Now ~ Any Time
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Course Intro
Course Plan
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Week1_人工智慧概論介紹_含LINE群組連結
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Week2_基本的神經網路架構
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Week3-8_實務篇投影片
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Week3_4_圖像識別_視頻識別
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Week5_6_MINST數字辨識
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Week6_MINST數字辨識-多層感知機MLP與倒傳遞詳細推導
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MINST_Test3_LoadModel
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Week7_8_語音識別_自然語言處理
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期中考試時間
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期中考試範圍解答
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期中考考前測驗_答案
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Week9_重要AI應用彙整
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Week10_機器學習
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Week11_12_Python 程式基本教學
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Week12_分類方式_決策樹_隨機森林_SVM
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Week13_14_深度學習
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Week17_深度學習-RCNN
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Week17_深度學習-使用Yolo作物件偵測
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Week17_補課_圖像識別_圖片分類與物件辨識實作
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平時作業範本_Week3_4_圖像識別_視頻識別
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Mask_R_CNN_動態影片的物件偵測
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透過Yolo進行靜態圖片的物件偵測
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透過Yolo進行動態影片的人臉偵測
Teacher /
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