(切換完整版課綱)
Unit 1: AI Computer Vision
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
Unit 2: 盲人環境輔助理解，空間導航
真實世界 3d 模型製作
HW#2 Understanding environments
Simulating A Navigation Assistant with sonar
HW#3 Obstacle detection
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 using Claude
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:
Unit 7: AI for Game Designing
- 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
Unit 9 Advanced Prompts
How to scale up: Compound Artifacts
Unit 10
AI for Academic Documentation
- AI 論文寫作與研究創新
- AI 論文寫作 (研究、草稿、潤飾、數據分析)
- 選用模型
- 寫作指南
- 練習: Writing academic papers
- 練習: Enhance Writing by AI 1
- 練習: Advanced Writing by AI 2
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- Cat coat colors: 貓的花色遺傳模擬
- 生物呼吸中的量子效應互動模擬
Anthropology
Design
Biology
6/2 AI for naturalistic modeling
6/9 Prompts for Accuracy and High Achievement (I)
6/16 Prompts for Accuracy and High Achievement (II)
Engineering
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Prompt Engineering Guide
Prompts for scientific accuracy
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