這些主題都以 AI 輔助、不需自行撰寫底層程式
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
Unit 2: 盲人環境輔助理解，空間導航, 1 week
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
A* search for Voronoi Navigation around moving obstacles
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
How to scale up: Compound Artifacts
AI for Academic Documentation, 2 weeks
- 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
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。
backup
Anthropology
Design
沒有留言:
張貼留言