An automatic attendance management system that can take attendance of the students in a class and create excel sheet to store the attendance. This is a device which is created using raspberry pi and camera v2
- Opencv2
- Microsoft Cognitive Services
- dlib
- SQLite
- openpxyl
- Uses Micosoft Cognitive Face API to recognizes faces in picture from device and marks the attendace of each student present in picture
| FILE | DESC |
|---|---|
| Face-DataBase | Database |
| dataset | (A dataset) contains dir with faces of each student |
| add_student.py | make dataset and entry in DB |
| create_person.py | generate personId from microsoft server |
| add_person_faces.py | generate faceIds for each face in dataset |
| train.py | trains the model in microsoft server |
| get_status.py | show the current status |
| spreadsheet.py | makes xls sheet named reports.xlsx |
| detect.py | detect faces in test picture and crops and put them in Cropped_faces directory |
| identify.py | identify each face and marks the attendance |
| layout.py | A gui to get details of the student and photos to train the model |