GitHub - xPushpeshx/face_detection: project based on face detection and recognition using a group photo to mark attendance · GitHub

Name		Name	Last commit message	Last commit date
dataset		dataset
face_dection_helper		face_dection_helper
important files		important files
test images		test images
test_img		test_img
Attendence_excel.xlsx		Attendence_excel.xlsx
README.md		README.md
continueous_identify.py		continueous_identify.py
create_face_encodings.py		create_face_encodings.py
create_model.ipynb		create_model.ipynb
face_detection.ipynb		face_detection.ipynb
face_detection.py		face_detection.py
identify_face.py		identify_face.py
mark_attendence.py		mark_attendence.py
project_gui.py		project_gui.py

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Multi face detection attendence Project

working of project

Raw Image --> Face Detection --> Face Recognization --> identify persons --> mark attendence

Features tested and tried

Face detection algo

-DNN
-Harr_cascade
-HOG+linearSVM
-cNN
-MTCNN

Face recognization algos

-Eigenfaces
-FisherFace
-FaceNET
-VGGnet
-LBPH

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project based on face detection and recognition using a group photo to mark attendance

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