Attendance-with-Deep-Learning
Take attendance of your employees and students with Machine Learning
Install
You can use any face_recognization algorithm here.. but I used this. pip3 install face_recognition
You can do same things in Raspberry pi
Use
Train the model by feeding images. ( One Image per person is enough to get 99% accuracy )
# Load a second sample picture and learn how to recognize it.
biden_image = face_recognition.load_image_file("rutul.jpg")
biden_face_encoding = face_recognition.face_encodings(biden_image)[0]
mark_image = face_recognition.load_image_file("mark.jpg")
mark_face_encoding = face_recognition.face_encodings(mark_image)[0]
barry_image = face_recognition.load_image_file("barry.jpg")
barry_face_encoding = face_recognition.face_encodings(barry_image)[0]
venus_image = face_recognition.load_image_file("venus.jpg")
venus_face_encoding = face_recognition.face_encodings(venus_image)[0]
#Label your inputs
known_face_encodings = [
obama_face_encoding,
biden_face_encoding,
mark_face_encoding,
barry_face_encoding,
venus_face_encoding
]
known_face_names = [
"Barack Obama",
"Rutul Patel",
"Mark Yaraskavitch",
"Barry Morwood",
"Venus Vavadiya",
]
Get the results
You can get all the attendance result in this array
# At the end just print this to the one file if you want..
all_time_faces_names = []