這些主題都以 AI 輔助、不需自行撰寫底層程式
本課程限定使用 Claude AI，有特殊原因必須使用其他ＡＩ者需在選課前與老師商量。
Unit 1: AI Computer Vision, 1 week
CNN (Convolutional Neural Networks) Handwashing
YOLO (You Only Look Once) YOLOv7 list
ViT (Vision Transformers) wafer defects heat map comparison
VLM (Vision Language Models) nutrition analysis
HW#1 AI in Computer Vision
Simulating A Navigation Assistant with sonar
Voronoi
Voronoi 2D navigation (show Voronoi) (Rural Road 2d)
Voronoi-based Safe Routing Planning (Country Alley 2d)
Voronoi waypoints for navigation (share) (Campus Alley 3d) vs. non Voronoi
3D Voronoi障礙偵測 with A*
A* search for Voronoi Navigation around moving obstacles
Unit 5: 環境安全檢測與評估視覺化, 1 week
Hazard detection (環境危害偵測)
Home Hazard chain identification and animation （居家危害鏈偵測與危害視覺化）
Unit 6: World Model for Artificial General Intelligence (AGI), 3 weeks
Unit 7: AI for Game Designing, 2 weeks
- 體感洗手練習遊戲
- AI打地鼠遊戲
- 跳舞評分機
- 訊息處理，心智障礙生活輔助 (games for health)
Unit 8: Space-Time Evolution, 2 weeks
Unit 9: Advanced Prompts, 1 week
Unit 10: Machine Learning for Asset Management, 2 weeks
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本專題課程以 AI 輔助探討健康照護科技之應用，涵蓋 AI 電腦視覺、盲人環境輔助理解與空間導航、3D 障礙偵測與避障演算法（Voronoi、A*）、環境安全與居家危害偵測視覺化、World Model (AGI)、健康促進遊戲設計、以及 AI 學術論文寫作等主題，從實作中培養運用 AI 解決健康照護相關問題的能力。
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Anthropology
Design
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