As we all know about the pandemic situation, where face mask is necessary in all the organizational departments, whereas the attendance is also necessary. So by looking forward to this current situation We have come up with the idea of combining the both features of facial detection and object detec
Masked Face Recognition Attendance System
As we all know about the pandemic situation, where face mask is necessary in all the organizational departments, whereas the attendance is also necessary. So by looking forward to this current situation We have come up with the idea of combining the both features of facial detection and object detection using real time interaction. We will use machine learning models to train the datasets of real time data, which will help us to mark the attendance of the person which will pass through the camera and detects the facemask.
1) Real time person’s identification.
2) Marking of the attendance.
3) Face mask detection.
1) Attendace marking of the masked detected person.
2) Creation of dataset.
3) Data will be trained.
4) Cnn model will be applied..
5) Image processing for recognize the person with or without mask.
1) Security purposes.
2) Human intelligence will be less used.
3) Time saving.
4) Tech awareness.
1) Model training on mask and without mask images for detection
2)MobilenetV2 archietecture of cnn is ued for training,
3) Image processing for recognize the faces of masked faces.
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| HD/Web Cam | Equipment | 1 | 10000 | 10000 |
| Total in (Rs) | 10000 |
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