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Title: GitHub - SagarRathode/deepface: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python · GitHub

Open Graph Title: GitHub - SagarRathode/deepface: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

X Title: GitHub - SagarRathode/deepface: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Description: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python - SagarRathode/deepface

Open Graph Description: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python - SagarRathode/deepface

X Description: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python - SagarRathode/deepface

Opengraph URL: https://github.com/SagarRathode/deepface

X: @github

direct link

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	https://github.com/SagarRathode/deepface#deepface
	https://pepy.tech/project/deepface
	https://github.com/serengil/deepface/stargazers
	https://hub.docker.com/r/serengil/deepface
	https://github.com/serengil/deepface/blob/master/LICENSE
	https://github.com/serengil/deepface/actions/workflows/tests.yml
	https://doi.org/10.17671/gazibtd.1399077
	https://sefiks.com
	https://www.youtube.com/@sefiks?sub_confirmation=1
	https://twitter.com/intent/user?screen_name=serengil
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	https://github.com/sponsors/serengil
	https://buymeacoffee.com/serengil
	https://trendshift.io/repositories/4227
	https://raw.githubusercontent.com/serengil/deepface/master/icon/deepface-icon-labeled.png
face recognition	https://sefiks.com/2018/08/06/deep-face-recognition-with-keras/
age	https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/
gender	https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/
emotion	https://sefiks.com/2018/01/01/facial-expression-recognition-with-keras/
race	https://sefiks.com/2019/11/11/race-and-ethnicity-prediction-in-keras/
VGG-Face	https://sefiks.com/2018/08/06/deep-face-recognition-with-keras/
FaceNet	https://sefiks.com/2018/09/03/face-recognition-with-facenet-in-keras/
OpenFace	https://sefiks.com/2019/07/21/face-recognition-with-openface-in-keras/
DeepFace	https://sefiks.com/2020/02/17/face-recognition-with-facebook-deepface-in-keras/
DeepID	https://sefiks.com/2020/06/16/face-recognition-with-deepid-in-keras/
ArcFace	https://sefiks.com/2020/12/14/deep-face-recognition-with-arcface-in-keras-and-python/
Dlib	https://sefiks.com/2020/07/11/face-recognition-with-dlib-in-python/
A modern face recognition pipeline	https://sefiks.com/2020/05/01/a-gentle-introduction-to-face-recognition-in-deep-learning/
detect	https://sefiks.com/2020/08/25/deep-face-detection-with-opencv-in-python/
align	https://sefiks.com/2020/02/23/face-alignment-for-face-recognition-in-python-within-opencv/
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verify	https://sefiks.com/2020/05/22/fine-tuning-the-threshold-in-face-recognition/
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	https://pypi.org/project/deepface/
	https://github.com/SagarRathode/deepface#installation-
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Demo	https://youtu.be/KRCvkNCOphE
confidence	https://youtu.be/QQ4vO6UOsFo
	https://raw.githubusercontent.com/serengil/deepface/master/icon/verify-credit.jpg
Demo	https://youtu.be/Hrjp-EStM_s
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	https://raw.githubusercontent.com/serengil/deepface/master/icon/stock-6-v2.jpg
Demo	https://youtu.be/GT2UeN85BdA
age	https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/
gender	https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/
facial expression	https://sefiks.com/2018/01/01/facial-expression-recognition-with-keras/
race	https://sefiks.com/2019/11/11/race-and-ethnicity-prediction-in-keras/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/stock-2.jpg
tutorial	https://sefiks.com/2019/02/13/apparent-age-and-gender-prediction-in-keras/
Demo	https://youtu.be/-c9sSJcx6wI
React Demo part-i	https://youtu.be/IXoah6rhxac
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	https://raw.githubusercontent.com/serengil/deepface/master/icon/stock-3.jpg
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Video	https://youtu.be/YjYIMs5ZOfc
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Video	https://youtu.be/tFI7vZn3P7E
Video	https://youtu.be/-ztiy5eJha8
Video	https://youtu.be/Y7DfLvLKScs
Video	https://youtu.be/RMgIKU1H8DY
Tutorial	https://sefiks.com/2025/06/28/what-are-vector-embeddings-and-why-they-matter-in-ai/
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plotted	https://sefiks.com/2020/05/01/a-gentle-introduction-to-face-recognition-in-deep-learning/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/embedding.jpg
	https://raw.githubusercontent.com/serengil/deepface/refs/heads/master/icon/facenet-pca.png
Demo	https://youtu.be/eKOZawGR3y0
VGG-Face	https://sefiks.com/2018/08/06/deep-face-recognition-with-keras/
FaceNet	https://sefiks.com/2018/09/03/face-recognition-with-facenet-in-keras/
OpenFace	https://sefiks.com/2019/07/21/face-recognition-with-openface-in-keras/
DeepFace	https://sefiks.com/2020/02/17/face-recognition-with-facebook-deepface-in-keras/
DeepID	https://sefiks.com/2020/06/16/face-recognition-with-deepid-in-keras/
ArcFace	https://sefiks.com/2020/12/14/deep-face-recognition-with-arcface-in-keras-and-python/
Dlib	https://sefiks.com/2020/07/11/face-recognition-with-dlib-in-python/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/model-portfolio-20240316.jpg
BENCHMARKS	https://github.com/serengil/deepface/tree/master/benchmarks
Demo	https://youtu.be/GZ2p2hj2H5k
Experiments	https://github.com/serengil/deepface/tree/master/benchmarks
OpenCV	https://sefiks.com/2020/02/23/face-alignment-for-face-recognition-in-python-within-opencv/
Ssd	https://sefiks.com/2020/08/25/deep-face-detection-with-opencv-in-python/
Dlib	https://sefiks.com/2020/07/11/face-recognition-with-dlib-in-python/
MtCnn	https://sefiks.com/2020/09/09/deep-face-detection-with-mtcnn-in-python/
RetinaFace	https://sefiks.com/2021/04/27/deep-face-detection-with-retinaface-in-python/
MediaPipe	https://sefiks.com/2022/01/14/deep-face-detection-with-mediapipe/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/detector-portfolio-v6.jpg
	https://raw.githubusercontent.com/serengil/deepface/master/icon/detector-outputs-20240414.jpg
RetinaFace	https://sefiks.com/2021/04/27/deep-face-detection-with-retinaface-in-python/
MtCnn	https://sefiks.com/2020/09/09/deep-face-detection-with-mtcnn-in-python/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/retinaface-results.jpeg
repo	https://github.com/serengil/retinaface
Demo	https://youtu.be/UiK1aIjOBlQ
	https://raw.githubusercontent.com/serengil/deepface/master/icon/face-anti-spoofing.jpg
Demo	https://youtu.be/1EPoS69fHOc
convolutional neural networks	https://sefiks.com/2018/03/23/convolutional-autoencoder-clustering-images-with-neural-networks/
more similar	https://sefiks.com/2020/05/22/fine-tuning-the-threshold-in-face-recognition/
Cosine Similarity	https://sefiks.com/2018/08/13/cosine-similarity-in-machine-learning/
experiments	https://github.com/serengil/deepface/tree/master/benchmarks
Demo	https://youtu.be/HeKCQ6U9XmI
Docker Demo	https://youtu.be/9Tk9lRQareA
api folder	https://github.com/serengil/deepface/tree/master/deepface/api/src
	https://raw.githubusercontent.com/serengil/deepface/master/icon/deepface-api.jpg
Here	https://github.com/serengil/deepface/tree/master/deepface/api/postman
Playlist	https://www.youtube.com/playlist?list=PLsS_1RYmYQQGSJu_Z3OVhXhGmZ86_zuIm
approximate nearest neighbor	https://youtu.be/c10w0Ptn_CU
Annoy	https://youtu.be/Jpxm914o2xk
Faiss	https://youtu.be/6AmEvDTKT-k
Voyager	https://youtu.be/2ZYTV9HlFdU
NMSLIB	https://youtu.be/EVBhO8rbKbg
ElasticSearch	https://youtu.be/i4GvuOmzKzo
Postgres with its pgvector extension	https://youtu.be/Xfv4hCWvkp0
RediSearch	https://youtu.be/yrXlS0d6t4w
	https://raw.githubusercontent.com/serengil/deepface/master/icon/deepface-big-data.jpg
Postgres	https://youtu.be/f41sLxn1c0k
SQLite	https://youtu.be/_1ShBeWToPg
Mongo	https://youtu.be/dmprgum9Xu8
Redis	https://youtu.be/X7DSpUMVTsw
Cassandra	https://youtu.be/J_yXpc3Y8Ec
Demo with PHE	https://youtu.be/8VCu39jFZ7k
Tutorial for PHE	https://sefiks.com/2025/03/04/vector-similarity-search-with-partially-homomorphic-encryption-in-python/
Demo with FHE	https://youtu.be/njjw0PEhH00
Tutorial for FHE	https://sefiks.com/2021/12/01/homomorphic-facial-recognition-with-tenseal/
Homomorphic encryption	https://youtu.be/3ejI0zNPMEQ
LightPHE	https://github.com/serengil/LightPHE
	https://raw.githubusercontent.com/serengil/deepface/refs/heads/master/icon/encrypt-embeddings.jpg
CipherFace	https://github.com/serengil/cipherface
	https://github.com/SagarRathode/deepface#extended-applications
Demo	https://youtu.be/jaxkEn-Kieo
Real-Time Demo	https://youtu.be/RMgIKU1H8DY
Tutorial	https://sefiks.com/2019/05/05/celebrity-look-alike-face-recognition-with-deep-learning-in-keras/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/celebrity-look-alike.jpg
Demo	https://youtu.be/nza4tmi9vhE
Tutorial	https://sefiks.com/2022/12/22/decide-whom-your-child-looks-like-with-facial-recognition-mommy-or-daddy/
	https://raw.githubusercontent.com/serengil/deepface/master/icon/parental-look-alike-scaled.jpg
	https://github.com/SagarRathode/deepface#contribution
GitHub actions	https://github.com/serengil/deepface/actions
	https://github.com/SagarRathode/deepface#support
Patreon	https://www.patreon.com/serengil?repo=deepface
GitHub Sponsors	https://github.com/sponsors/serengil
Buy Me a Coffee	https://buymeacoffee.com/serengil
	https://www.patreon.com/serengil?repo=deepface
	https://github.com/SagarRathode/deepface#citation
	https://github.com/SagarRathode/deepface#licence
LICENSE	https://github.com/serengil/deepface/blob/master/LICENSE
VGG-Face	http://www.robots.ox.ac.uk/~vgg/software/vgg_face/
Facenet	https://github.com/davidsandberg/facenet/blob/master/LICENSE.md
OpenFace	https://github.com/iwantooxxoox/Keras-OpenFace/blob/master/LICENSE
DeepFace	https://github.com/swghosh/DeepFace
DeepID	https://github.com/Ruoyiran/DeepID/blob/master/LICENSE.md
ArcFace	https://github.com/leondgarse/Keras_insightface/blob/master/LICENSE
Dlib	https://github.com/davisking/dlib/blob/master/dlib/LICENSE.txt
SFace	https://github.com/opencv/opencv_zoo/blob/master/models/face_recognition_sface/LICENSE
GhostFaceNet	https://github.com/HamadYA/GhostFaceNets/blob/main/LICENSE
Buffalo_L	https://github.com/deepinsight/insightface/blob/master/README.md
OpenCv	https://github.com/opencv/opencv/blob/4.x/LICENSE
Ssd	https://github.com/opencv/opencv/blob/master/LICENSE
Dlib	https://github.com/davisking/dlib/blob/master/LICENSE.txt
MtCnn	https://github.com/ipazc/mtcnn/blob/master/LICENSE
Fast MtCnn	https://github.com/timesler/facenet-pytorch/blob/master/LICENSE.md
RetinaFace	https://github.com/serengil/retinaface/blob/master/LICENSE
MediaPipe	https://github.com/google/mediapipe/blob/master/LICENSE
YuNet	https://github.com/ShiqiYu/libfacedetection/blob/master/LICENSE
Yolo	https://github.com/ultralytics/ultralytics/blob/main/LICENSE
CenterFace	https://github.com/Star-Clouds/CenterFace/blob/master/LICENSE
face anti spoofing	https://github.com/minivision-ai/Silent-Face-Anti-Spoofing/blob/master/LICENSE
logo	https://thenounproject.com/term/face-recognition/2965879/
Adrien Coquet	https://thenounproject.com/coquet_adrien/
Creative Commons: By Attribution 3.0 License	https://creativecommons.org/licenses/by/3.0/
bit.ly/deepface-py	https://bit.ly/deepface-py
Readme	https://github.com/SagarRathode/deepface#readme-ov-file
MIT license	https://github.com/SagarRathode/deepface#MIT-1-ov-file
Code of conduct	https://github.com/SagarRathode/deepface#coc-ov-file
Please reload this page	https://github.com/SagarRathode/deepface
Activity	https://github.com/SagarRathode/deepface/activity
0 forks	https://github.com/SagarRathode/deepface/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FSagarRathode%2Fdeepface&report=SagarRathode+%28user%29
Releases	https://github.com/SagarRathode/deepface/releases
Packages 0	https://github.com/users/SagarRathode/packages?repo_name=deepface
Please reload this page	https://github.com/SagarRathode/deepface
Contributors	https://github.com/SagarRathode/deepface/graphs/contributors
Please reload this page	https://github.com/SagarRathode/deepface
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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