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This project forked from spidy20/attendace_management_system
In this system we can fill attendance by face recognition
License: MIT License
attendace_management_system's Introduction
Attendance Management system using Face👦🏻👧 Recognition ![](https://camo.githubusercontent.com/e59143a04ac6e6b3ba8e40321e1cf19e0bcb9dd0920e96e7d678d1263ec4f263/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6c6963656e73652f736f757263657265722d696f2f68616c6c2d6f662d66616d652e737667)
![forthebadge made-with-python](https://camo.githubusercontent.com/3c55df0eaf0804dba65a57bfd09fd26419a1bec537962d966ace4e4959b51f5a/687474703a2f2f466f7254686542616467652e636f6d2f696d616765732f6261646765732f6d6164652d776974682d707974686f6e2e737667)
![Python 3.6](https://camo.githubusercontent.com/a99ff98611d32a8729fac7e4e4c8e37f91ee22099f1c66d2ad06931404212c7c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f707974686f6e2d332e362d626c75652e737667)
![](https://avatars2.githubusercontent.com/u/42056100?v=4)
- 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
.
- 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 in TrainingImageLabel
)
- 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.
![](https://github.com/Spidy20/Attendace_management_system/raw/master/Screenshot%20(43).png)
![](https://github.com/Spidy20/Attendace_management_system/raw/master/Screenshot%20(41).png)
When it's fill a attendace
![](https://github.com/Spidy20/Attendace_management_system/raw/master/Screenshot%20(42).png)
Manually attendance filling UI
![](https://github.com/Spidy20/Attendace_management_system/raw/master/Screenshot%20(44).png)
![](https://github.com/Spidy20/Attendace_management_system/raw/master/AMS.gif)
Youtube
- 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
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