Science Score: 18.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (0.2%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

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  • Host: GitHub
  • Owner: vats-tushar
  • Language: Python
  • Default Branch: main
  • Size: 40 KB
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Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme Funding Citation

README.md

API FOR FACE MATCHING.

Owner

  • Login: vats-tushar
  • Kind: user

Citation (CITATION.md)

## Cite DeepFace Papers

Please cite deepface in your publications if it helps your research. Here are its BibTex entries:

### Facial Recognition

If you use deepface in your research for facial recogntion purposes, please cite the this publication.

```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://doi.org/10.1109/ASYU50717.2020.9259802},
  organization = {IEEE}
}
```

### Facial Attribute Analysis

If you use deepface in your research for facial attribute analysis purposes such as age, gender, emotion or ethnicity prediction or face detection purposes, please cite the 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://doi.org/10.1109/ICEET53442.2021.9659697},
  organization = {IEEE}
}
```

### Repositories

Also, if you use deepface in your GitHub projects, please add `deepface` in the `requirements.txt`. Thereafter, your project will be listed in its [dependency graph](https://github.com/serengil/deepface/network/dependents).

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Dependencies

.github/workflows/tests.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
package.json npm
requirements.txt pypi
  • Flask >=2.2.2
  • Pillow >=5.2.0
  • fire >=0.4.0
  • gdown >=3.10.1
  • gunicorn >=20.1.0
  • keras >=2.2.0
  • mtcnn >=0.1.0
  • numpy >=1.14.0
  • opencv-python >=4.5.5.64
  • pandas >=0.23.4
  • retina-face >=0.0.1
  • tensorflow >=1.9.0
  • tqdm >=4.30.0
requirements_additional.txt pypi
  • dlib >=19.20.0
  • facenet-pytorch >=2.5.3
  • mediapipe >=0.8.7.3
  • opencv-contrib-python >=4.3.0.36
  • ultralytics >=8.0.122
setup.py pypi