Introduction (介紹)

Attention Detect (分心檢測)

Using Python with package opencv and dlib to detect the head rotation. And judge the user are pay attention on online learning.

利用 Python 與套件 OpenCV 和 Dlib 偵測頭部轉向，判斷使用者是否在線上學習是否有分心

Before Use Dlib Tagging (在經過 Dlib 人臉前)

After Tagging (標記完後)

Change (改變)

I using PyQt5 design a GUI to show the detect result.

我用 PyQt5 設計了一個 GUI 來顯示偵測結果

Let head rotation detect more smooth

讓頭部旋轉判斷變得更平滑

Demonstrate (展示)

Referances (參考資料)

Real-Time Head Pose Estimation in Python
Head Pose Estimation using OpenCV and Dlib
Analysis and Improvement of Facial Landmark Detection