| Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
| Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
1. Python 程式實作能力
2. 機器學習於影像語意(矩陣)探索與搜尋
3. 機器學習方法於影像訊號實務應用與分析 |
|
|
| Lecturing |
| Discussion |
| Exercises |
| topic Discussion / Production |
|
| Oral Presentation |
| Attendance |
| Written Presentation |
|
| Course Content and Homework/Schedule/Tests Schedule |
| Week |
Course Content |
| Week 1 |
課程介紹 |
| Week 2 |
License plate correction &recognition(車牌辨識與校正): Histogram (I) |
| Week 3 |
License plate correction &recognition(車牌辨識與校正): Histogram (II) |
| Week 4 |
物件辨識-CNN classifier (I) |
| Week 5 |
物件辨識-CNN classifier (II) |
| Week 6 |
物件辨識-CNN classifier (III) |
| Week 7 |
放假 |
| Week 8 |
Face detection (相機的人臉定位技術): Adaboosot (I) |
| Week 9 |
Face detection (相機的人臉定位技術): Adaboosot (II) |
| Week 10 |
Object tracking (物件追蹤): SVM (support vector machine) (I) |
| Week 11 |
Object tracking (物件追蹤): SVM (support vector machine) (II) |
| Week 12 |
Face recognition- PCA (人臉識別) (Principal Component Analysis) (I) |
| Week 13 |
Face recognition- PCA (人臉識別) (Principal Component Analysis) (II) |
| Week 14 |
論文討論 |
| Week 15 |
文獻報告(I) |
| Week 16 |
文獻報告(II) |
| Week 17 |
自主學習 |
| Week 18 |
自主學習 |
|
| Evaluation |
＞＞ 平時課堂程式作業與報告 (50%)
＞＞ 期末論文實作與報告 (50%)
**相關規定依ilearning公佈為主***
|
| Textbook & other References |
| NON |
| Teaching Aids & Teacher's Website |
上課講義與程式碼
**相關規定依ilearning公佈為主***
|
| Office Hours |
線上直播課程(如果你上班不方便過來)
https://meet.google.com/dmm-sikv-xkz |
| Sustainable Development Goals, SDGs(Link URL) |
| include experience courses：N |
|