深度學習應用
Deep Learning Applications
學期
109-1
學分
2
學分
當期課號
B424
永久課號
B1938
開課單位
生物醫學資訊研究所
授課教師
洪哲倫
校區
陽明
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
3 10:10–11:00 | 深度學習應用 YL403 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Deep Learning |
| 第 2 週 | Deep Learning Frameworks |
| 第 3 週 | Deep Learning for Face Recognition (1) |
| 第 4 週 | Deep Learning for Face Recognition (2) |
| 第 5 週 | Deep Learning for Emotion Recognition (1) |
| 第 6 週 | Deep Learning for Emotion Recognition (2) |
| 第 7 週 | Deep Learning for Body Pose Detection (1) |
| 第 8 週 | Deep Learning for Body Pose Detection (2) |
| 第 9 週 | Midterm Report |
| 第 10 週 | Deep Learning for Car License Plate Detection (1) |
| 第 11 週 | Deep Learning for Car License Plate Detection (2) |
| 第 12 週 | Deep Learning for Medical Image Processing (1) |
| 第 13 週 | Deep Learning for Medical Image Processing (2) |
| 第 14 週 | Deep Learning for Speech Recognition (1) |
| 第 15 週 | Deep Learning for Speech Recognition (2) |
| 第 16 週 | Final Project Presentation |
| 第 17 週 | Final Project Tuning |
| 第 18 週 | Final Project Tuning |