Spidy20 / Attendace_management_system
Licence: mit
In this system we can fill attendance by face recognition
Stars: ✭ 135
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Attendance Management system using Face👦🏻👧 Recognition
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Sourcerer
Code Requirements
- Opencv(
pip install opencv-python
) - Tkinter(Available in python)
- PIL (
pip install Pillow
) - Pandas(
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 - Run
AMS_Run.py
.
Project Structure
- 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
TrainingImage
folder - 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 inTrainingImageLabel
) - 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
AMS_Run.py
. -
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.
Screenshots
Basic UI
When it's Recognise me
When it's fill a attendace
Manually attendance filling UI
How it works? See:)
Video demo
Notes
- 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
Here
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