This is a Project me and my teammates built during the sophomore year of our college.
It is a ML project which uses OpenCV and Python Language
The output this project is-- It creates an excel sheet containing-
- name of the college,lecture name etc(can be modified)
- no of students present, absent and percentage of students present in the lecture
- name of the students present along with time
Input needed-- 1.Total no of students and lecture name 2.Face of students attending lecture
Workflow of the project
a.Create a dataset of your faces by running face_dataset.py.This can only be run through cmd using specific instructions.Follow these instructions from here--> https://www.pyimagesearch.com/2018/06/11/how-to-build-a-custom-face-recognition-dataset/
b.Then run face_encodings to create encodings for your face.
c.Run face_recog.py .This is the final step.
d.Every time the program runs, a new excel sheet will be created .