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Original Article
Face Attendance System Using Machine Learning
Mohd. Irfan1
Abdul Rahman2
1 Student, MCA, Deccan College of Engineering and Technology, Hyderabed, Telangana, India. 2 Assistant Professor, MCA, Deccan College of Engineering and Technology, Hyderabed, Telangana, India.
Published Online: September-October 2025
Pages: 19-23
Cite this article
↗ https://www.doi.org/10.59256/ijsreat.20250505004
References
1. A. Geitgey, face_recognition: Python facial recognition API. GitHub.
2. G. Bradski, “The OpenCV Library,” Dr. Dobb’s Journal of Software Tools, 2000.
3. F. Pedregosa, G. Varoquaux, A. Gramfort, et al., “Scikit-learn: Machine Learning in Python,” JMLR, vol. 12, pp. 2825–2830, 2011.
4. D. E. King, “Dlib-ml: A Machine Learning Toolkit,” JMLR, vol. 10, pp. 1755–1758, 2009.
5. FastAPI Documentation, https://fastapi.tiangolo.com.
6. O. M. Parkhi, A. Vedaldi, A. Zisserman, “Deep Face Recognition,” BMVC, 2015.
7. Y. Taigman, M. Yang, M. Ranzato, and L. Wolf, “DeepFace: Closing the Gap to Human-Level Performance,” CVPR, 2014.
8. K. Zhang, Z. Zhang, Z. Li, and Y. Qiao, “Joint Face Detection and Alignment using Multi-task Cascaded CNNs,” IEEE SPL, 2016.
9. R. Szeliski, Computer Vision: Algorithms and Applications, Springer, 2010.
10. P. Viola and M. Jones, “Rapid Object Detection using a Boosted Cascade of Simple Features,” CVPR, 2001.
2. G. Bradski, “The OpenCV Library,” Dr. Dobb’s Journal of Software Tools, 2000.
3. F. Pedregosa, G. Varoquaux, A. Gramfort, et al., “Scikit-learn: Machine Learning in Python,” JMLR, vol. 12, pp. 2825–2830, 2011.
4. D. E. King, “Dlib-ml: A Machine Learning Toolkit,” JMLR, vol. 10, pp. 1755–1758, 2009.
5. FastAPI Documentation, https://fastapi.tiangolo.com.
6. O. M. Parkhi, A. Vedaldi, A. Zisserman, “Deep Face Recognition,” BMVC, 2015.
7. Y. Taigman, M. Yang, M. Ranzato, and L. Wolf, “DeepFace: Closing the Gap to Human-Level Performance,” CVPR, 2014.
8. K. Zhang, Z. Zhang, Z. Li, and Y. Qiao, “Joint Face Detection and Alignment using Multi-task Cascaded CNNs,” IEEE SPL, 2016.
9. R. Szeliski, Computer Vision: Algorithms and Applications, Springer, 2010.
10. P. Viola and M. Jones, “Rapid Object Detection using a Boosted Cascade of Simple Features,” CVPR, 2001.
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