課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
---|---|---|---|---|
C500003 | 智慧影像分析與實境界面 | Intelligent Image Analytics and Interactive Systems | 3.0 | 3 |
中文概述 Chinese Description | 本課程著重在智慧影像處理技術及實境界面開發教學,同時搭配產線影像檢測模組並整合教學,課程模組採用做中學(Learning by Doing)與PBL(Problem-Based Learning)教學模式,讓學生在跨領域場域與做中學過程中,培養溝通能力(Communication)、團隊合作能力(Collaboration)、反思能力(Critical Thinking)、問題解決能力(Problem Solving)與創造力(Creativity)等能力;另配合各種感測技術實際應用場域所需之影像自動化輔助軟體,導入實境界面進行資料蒐集與管理,最後建立教學示範智慧影像視覺技術不同場域實習之應用。本課程主要內容包含:1.嵌入式智慧計算系統、2.嵌入式影像處理技術、3.影像辨識技術、4.人工智慧辨識技術、5.實境互動界面技術,並整合實務議題之專案開發。 | |||
英文概述 English Description | The course focuses on intelligent image processing techniques and interactive system development. By integrating image detection module into the course, we adopt the approach of learning by doing and problem-based learnning. The students can learn necesaary abilities including: communication, collaboration, critical thinking, problem solving, and creativity. When applying sensor technologies in real scnarios, we adopt AR-based interactive system for data collection and managment. Finally, we demonstrate the application of intelligent image analysis techniques in different fields. Major contents include: 1. Embedded Computing Systems; 2. Embedded image processing techniques; 3. Image recognition techniques; 4. Artificial intelligence techniques for image analytics; 5. AR-based interactive systems; 6. Practical Projects. |
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