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## Citation
Please cite deepface in your publications if it helps your research - see [`CITATIONS`](https://github.com/serengil/deepface/blob/master/CITATION.md) for more details. Here are its BibTex entries:
Please cite deepface in your publications if it helps your research.
If you use deepface in your research for facial recognition or face detection purposes, please cite these publications:
```BibTeX
@article{serengil2024lightface,
title = {A Benchmark of Facial Recognition Pipelines and Co-Usability Performances of Modules},
author = {Serengil, Sefik and Ozpinar, Alper},
journal = {Journal of Information Technologies},
volume = {17},
number = {2},
pages = {95-107},
year = {2024},
doi = {10.17671/gazibtd.1399077},
url = {https://dergipark.org.tr/en/pub/gazibtd/issue/84331/1399077},
publisher = {Gazi University}
}
```
```BibTeX
@inproceedings{serengil2020lightface,
title = {LightFace: A Hybrid Deep Face Recognition Framework},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
booktitle = {2020 Innovations in Intelligent Systems and Applications Conference (ASYU)},
pages = {23-27},
year = {2020},
doi = {10.1109/ASYU50717.2020.9259802},
url = {https://ieeexplore.ieee.org/document/9259802},
organization = {IEEE}
}
```
On the other hand, if you use deepface in your research for facial attribute analysis purposes such as age, gender, emotion or ethnicity prediction tasks, please cite this publication.
```BibTeX
@inproceedings{serengil2021lightface,
title = {HyperExtended LightFace: A Facial Attribute Analysis Framework},
author = {Serengil, Sefik Ilkin and Ozpinar, Alper},
booktitle = {2021 International Conference on Engineering and Emerging Technologies (ICEET)},
pages = {1-4},
year = {2021},
doi = {10.1109/ICEET53442.2021.9659697},
url = {https://ieeexplore.ieee.org/document/9659697},
organization = {IEEE}
}
```
- S. Serengil and A. Ozpinar, "A Benchmark of Facial Recognition Pipelines and Co-Usability Performances of Modules," *Journal of Information Technologies*, vol. 17, no. 2, pp. 95-107, 2024. [`doi`](https://doi.org/10.17671/gazibtd.1399077) [`pdf`](https://dergipark.org.tr/en/pub/gazibtd/issue/84331/1399077)
- S. I. Serengil and A. Ozpinar, "LightFace: A Hybrid Deep Face Recognition Framework," in 2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 2020, pp. 23-27. [`doi`](https://doi.org/10.1109/ASYU50717.2020.9259802) [`pdf`](https://ieeexplore.ieee.org/document/9259802)
- S. I. Serengil and A. Ozpinar, "HyperExtended LightFace: A Facial Attribute Analysis Framework," in 2021 International Conference on Engineering and Emerging Technologies (ICEET), 2021, pp. 1-4. [`doi`](https://doi.org/10.1109/ICEET53442.2021.9659697) [`pdf`](https://ieeexplore.ieee.org/document/9659697)
Also, if you use deepface in your GitHub projects, please add `deepface` in the `requirements.txt`.