https://github.com/jai0401/smart-attendance-system

A Smart Attendance System using OpenCV for facial recognition to automate attendance tracking.
https://github.com/jai0401/smart-attendance-system

attendance-management-system attendance-tracking attendance-tracking-system btech-project caffemodel facial-recognition machine-learning opencv opencv-python python smart-attendance-system

Last synced: 19 days ago
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A Smart Attendance System using OpenCV for facial recognition to automate attendance tracking.

• Host: GitHub
• URL: https://github.com/jai0401/smart-attendance-system
• Owner: Jai0401
• Created: 2024-03-06T16:29:35.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-05-20T06:26:20.000Z (6 months ago)
• Last Synced: 2024-10-16T11:36:58.911Z (about 1 month ago)
• Topics: attendance-management-system, attendance-tracking, attendance-tracking-system, btech-project, caffemodel, facial-recognition, machine-learning, opencv, opencv-python, python, smart-attendance-system
• Language: Python
• Homepage:
• Size: 36.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Smart Attendance System using OpenCV

## Getting Started

### How to use

```    

cd smart-attendance-system

```

 - Create dataset of face images.

 ```

 python3 new_entry.py

 ```

 - Extract facial embeddings.

```

python3 extract_embeddings.py

```

 - Train the SVM model

```

python3 train_model.py --recognizer output/recognizer.joblib --le output/le.joblib

```

 - Test the model/ Run app.

```

python3 app.py

```

## Prerequisites

- Python 3.5

- OpenCV

```

sudo apt-get install python-opencv

```

## Screenshots