Attendance Management system using Face👦🏻👧 Recognition
pip install opencv-python)
- Tkinter(Available in python)
- PIL (
pip install Pillow)
pip install pandas)
What steps you have to follow??
- Download my Repository
- Create a
TrainingImage folder in a project.
- Open a
AMS_Run.py and change the all paths with your system path
- After run you need to give your face data to system so enter your ID and name in box than click on
Take Images button.
- It will collect 200 images of your faces, it save a images in
- After that we need to train a model(for train a model click on
Train Image button.
- It will take 5-10 minutes for training(for 10 person data).
- After training click on
Automatic Attendance ,it can fill attendace by your face using our trained model (model will save in
- it will create
.csv file of attendance according to time & subject.
- You can store data in database (install wampserver),change the DB name according to your in
Manually Fill Attendace Button in UI is for fill a manually attendance (without facce recognition),it's also create a
.csv and store in a database.
When it's Recognise me
When it's fill a attendace
Manually attendance filling UI
How it works? See:)
- It will require high processing power(I have 8 GB RAM & 2 GB GC)
- If you think it will recognise person just like humans,than leave it ,its not possible.
- Noisy image can reduce your accuracy so quality of images matter.
Just follow☝️ me and Star⭐ my repository
Read our Machine learning & Data science related blogs:-
Buy more projects at very low price:-