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
- Python 3.5
- OpenCV
sudo apt-get install python-opencv
![Screenshot 2024-03-18 at 7 14 37 PM](https://private-user-images.githubusercontent.com/112328542/313701357-3b1e5e9c-11a6-4bd9-bbb4-7128ab477192.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzk2ODEzMjUsIm5iZiI6MTczOTY4MTAyNSwicGF0aCI6Ii8xMTIzMjg1NDIvMzEzNzAxMzU3LTNiMWU1ZTljLTExYTYtNGJkOS1iYmI0LTcxMjhhYjQ3NzE5Mi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjE2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxNlQwNDQzNDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03MDI3Y2E2ODUxZWQ2ZDNkOTljMjEyZjRjMDM4YTZhYjMwMDQ1MTE3YmMzOWZmMTUxYmI2NTNhYWFkNDZkNzczJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.OlPFY5wGevxzocGanbEKf-vJs31lpbh3tqINiXDcmTQ)
![Screenshot 2024-03-18 at 7 14 52 PM](https://private-user-images.githubusercontent.com/112328542/313701440-0b15c576-97df-43a2-a85c-69d95a7f2f3b.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzk2ODEzMjUsIm5iZiI6MTczOTY4MTAyNSwicGF0aCI6Ii8xMTIzMjg1NDIvMzEzNzAxNDQwLTBiMTVjNTc2LTk3ZGYtNDNhMi1hODVjLTY5ZDk1YTdmMmYzYi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjE2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxNlQwNDQzNDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1lODhjNzQ1MzE5NTlkY2VhMjk2NTY4MTQ4ODAxZGM0NmQxNTJjNmM4ZjA1NGE2YTgyMzAwNDQ4MDQxMzcxOGI2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.TcX2M1lXD5KymBSV6Kr608uVjqpFT9maToMBM4Fsxi4)
![Screenshot 2024-03-18 at 7 15 14 PM](https://private-user-images.githubusercontent.com/112328542/313701482-6eb929d7-bbae-46de-b3db-aeb1aaca0787.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzk2ODEzMjUsIm5iZiI6MTczOTY4MTAyNSwicGF0aCI6Ii8xMTIzMjg1NDIvMzEzNzAxNDgyLTZlYjkyOWQ3LWJiYWUtNDZkZS1iM2RiLWFlYjFhYWNhMDc4Ny5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjE2JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIxNlQwNDQzNDVaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00MjY0MTY4MDMzMTIwNGVjMmJhODc5ZGM5MDIwZTRhOTE2N2JmMDFmNWNiNmZmMTkxNzc0NzRmMmMzNmU0NzRkJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.ZQAroEnsShKKaEtNHkzHq2uvbn6bqpALZeGj9HqC8Gg)