https://github.com/spidy20/attendace_management_system

In this system we can fill attendance by face recognition
https://github.com/spidy20/attendace_management_system

attendance-management-system attendance-management-system-opencv attendance-system attendance-using-face-recognition face-recognition gui opencv tkinter

Last synced: 7 days ago
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In this system we can fill attendance by face recognition

• Host: GitHub
• URL: https://github.com/spidy20/attendace_management_system
• Owner: Spidy20
• License: mit
• Created: 2019-03-13T07:07:35.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2024-04-23T15:38:51.000Z (8 months ago)
• Last Synced: 2024-12-09T20:24:39.135Z (14 days ago)
• Topics: attendance-management-system, attendance-management-system-opencv, attendance-system, attendance-using-face-recognition, face-recognition, gui, opencv, tkinter
• Language: Python
• Size: 6.39 MB
• Stars: 274
• Watchers: 14
• Forks: 134
• Open Issues: 11
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
##  Attendance Management system using Face👦🏻👧 Recognition [![](https://img.shields.io/github/license/sourcerer-io/hall-of-fame.svg)](https://github.com/Spidy20/Attendace_management_system/blob/master/LICENSE)

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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 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.

### Screenshots

### Basic UI



### When it's Recognise me



### When it's fill a attendace



### Manually attendance filling UI



### How it works? See:)



### Video demo

[Youtube](https://www.youtube.com/watch?v=dXViSRRydRs)

### 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 

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