FaceRecognition-Attendance-Marking
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Published
20 hours ago •
chetanyachopra
chetanyachopra
FaceRecognition Attendance Marking System Recognizes faces of students in a Classroom and marks the attendance of a student. Tested on real data set
FaceRecognition-Attendance-Marking
FaceRecognition Attendance Marking System
Tech Stack
- Opencv2
- Microsoft Cognitive Services
- dlib
- SQLite
- openpxyl
Uses Micosoft Cognitive Face API to recognizes faces in picture from cctv or clicked from mobile devices (source can varry) 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 |
How to run :
refer to this ---> youtube video
Refrence : This
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chetanyachopra
Metadata
FaceRecognition Attendance Marking System Recognizes faces of students in a Classroom and marks the attendance of a student. Tested on real data set