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    5. 人工智慧開發第一步(硬體建置篇)
    First Step to Artificial Intelligent Development-Hardware in

    人工智慧開發第一步(硬體建置篇)

    Author 曹永忠、郭耀文、許智誠、蔡英德
    Publisher 建國老師的小書鋪(渥瑪數位) /渥瑪數位有限公司
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    Released
    2020/12/16
    Language
    Traditional Chinese
    File format
    PDF (16MB), fit in large screen and Pubook
    Pages
    108
    ID
    217760
    ISBN
    9789869882989
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    • Intro

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    本書得以付梓,一切都要感謝MakerPro(https://makerpro.cc/)的主編:歐敏銓總主編邀請筆者針對目前人工智慧的熟門議題,開啟一個『人工智慧整合開發專欄』起說起,希望可以將筆者的經驗分享給各位讀者,而開始的議題則是物件偵測著手,由於筆者也到財團法人資訊工業策進會的AIGO計畫受訓,並且將學習心得與實務經驗整合,便著手開始攥寫『人工智慧整合開發專欄』,筆者發現,一切從零開始方為最踏實的方式,所以筆者開啟了『人工智慧整合開發系列』的第一本書:人工智慧開發第一步(硬體建置篇),以硬體主機的安裝與設定為基礎教學書籍開始攥寫,開始了本書的源起。
    這幾年來,人工智慧無異是最熱門的議題,各種的應用無不一一崛起,人臉辨識整合到門禁、環境監控等,物件辨識整合到無人結帳櫃檯、農產品品質監控、環境監控等、X光片、生理切片等生醫應用更是如火如荼的興起。但是有經驗的開發者、學者、實踐者深知、人工智慧背後帶來的數理基礎、系統開發的難度、系統整合的複雜度,比起以往的單一學門的學理與技術,更是困難許多。
    筆者不敢自稱人工智慧非常了解,只能算是喜好與研究者,對於人工智慧於物聯網、工業四、環境監控等議題相當有興趣,希望在學期人工智慧時,可以快速把人工智慧的應用整合到上述的領域之中,可以創造出更多創造性、更具影響性、更佳的實務性等應用,於是開始了本系列:人工智慧整合開發系列的攥寫。
    筆者才疏學淺、對於許多領域,永遠在學習路上,若有任何錯誤或需要改進的地方,希望各位讀者、學者、產業先進,不吝對筆者一一教導與支持,筆者必當湧泉相報。
    More
    More
    自序 - 2 -
    自序 - 3 -
    自序 - 5 -
    目 錄 - 7 -
    圖目錄 - 9 -
    表目錄 - 15 -
    人工智慧整合開發系列 - 16 -
    緣起 - 18 -
    下載Ubuntu ISO檔 - 18 -
    下載ISO燒錄軟體 - 20 -
    章節小結 - 31 -
    Ubuntu 作業系統安裝 - 33 -
    設定BIOS開機順序 - 33 -
    啟動安裝作業系統 - 34 -
    章節小結 - 43 -
    安裝GPU開發環境 - 45 -
    如何安裝Yolo - 45 -
    安裝CMake - 45 -
    下載並安裝CUDA 10工具包 - 48 -
    命令方式安裝CUDA 10工具包 - 49 -
    從CUDA存儲庫安裝CUDA工具包 - 54 -
    測試CUDA是否完成安裝與設定 - 59 -
    安裝OpenCV - 63 -
    安裝cuDNN - 67 -
    驗證安裝之cuDNN 套件 - 73 -
    安裝OpenMP - 76 -
    章節小結 - 77 -
    測試環境安裝與設定 - 79 -
    安裝git - 79 -
    下載Yolo 4套件 - 81 -
    重建Yolo 4套件 - 82 -
    使用CMake重建Yolo 4套件 - 89 -
    下載官方Yolo 4已建置模型 - 93 -
    章節小結 - 97 -
    進行Yolo測試 - 99 -
    官方圖片測試 - 99 -
    實際攝影機現場測試 - 100 -
    章節小結 - 102 -
    本書總結 - 103 -
    作者介紹 - 104 -
    參考文獻 - 106 -

    More
    曹永忠 (Yung-Chung Tsao) ,國立中央大學資訊管理學系博士,目前在國立暨南國際大學電機工程學系&應用材料及光電工程學系兼任助理教授、自由作家,專注於軟體工程、軟體開發與設計、物件導向程式設計、物聯網系統開發、Arduino開發、嵌入式系統開發。長期投入資訊系統設計與開發、企業應用系統開發、軟體工程、物聯網系統開發、軟硬體技術整合等領域,並持續發表作品及相關專業著作
    並通過台灣圖霸的專家認證

    Email:prgbruce@gmail.com
    Line ID:dr.brucetsao
    WeChat:dr_brucetsao
    作者網站:https://www.cs.pu.edu.tw/~yctsao/myprofile.php
    臉書社群(Arduino.Taiwan):https://www.facebook.com/groups/Arduino.Taiwan/
    Github網站:https://github.com/brucetsao/
    原始碼網址: https://github.com/brucetsao/AI_Course
    Youtube:https://www.youtube.com/channel/UCcYG2yY_u0m1aotcA4hrRgQ



    郭耀文 (Yaw-Wen Kuo) ,,國立交通大學電信博士,曾任職於工研院與合勤科技,擔任局端設備的硬體開發與設計,目前是國立暨南國際大學電機工程學系教授。研究領域在無線網路媒體存取協定設計、無線感測網路協定設計、物聯網系統設計等
    Email: ywkuo@ncnu.edu.tw
    網站:https://sites.google.com/site/yawwenkuo/


    許智誠 (Chih-Cheng Hsu),美國加州大學洛杉磯分校(UCLA) 資訊工程系博士,曾任職於美國IBM等軟體公司多年,現任教於中央大學資訊管理學系專任副教授,主要研究為軟體工程、設計流程與自動化、數位教學、雲端裝置、多層式網頁系統、系統整合、金融資料探勘、Python建置(金融)資料探勘系統。
    Email: khsu@mgt.ncu.edu.tw
    作者網頁:http://www.mgt.ncu.edu.tw/~khsu/


    蔡英德 (Yin-Te Tsai),國立清華大學資訊科學博士,目前是靜宜大學資訊傳播工程
    More

    Details

    Released
    2020/12/16
    Language
    Traditional Chinese
    File format
    PDF: Fit in large screen
    Provide Adobe DRM
    Provide PDF
    Offer DRM free license
    Yes
    ID
    217760
    ISBN
    9789869882989

    系統開發

    Ubuntu

    Yolo

    物聯網

    硬體

    AI

    人工智慧

    程式教學

    Arduino

    曹永忠

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