From 3e5b36f70b87555917f2a2a43ac9d57a2056c6e6 Mon Sep 17 00:00:00 2001 From: Sefik Ilkin Serengil Date: Fri, 12 Apr 2024 14:49:58 +0100 Subject: [PATCH] adding centerface into readme --- README.md | 7 ++++--- icon/detector-portfolio-v6.jpg | Bin 0 -> 233388 bytes 2 files changed, 4 insertions(+), 3 deletions(-) create mode 100644 icon/detector-portfolio-v6.jpg diff --git a/README.md b/README.md index d93298a..3806dbc 100644 --- a/README.md +++ b/README.md @@ -194,9 +194,9 @@ Age model got ± 4.65 MAE; gender model got 97.44% accuracy, 96.29% precision an **Face Detectors** - [`Demo`](https://youtu.be/GZ2p2hj2H5k) -Face detection and alignment are important early stages of a modern face recognition pipeline. Experiments show that just alignment increases the face recognition accuracy almost 1%. [`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/), [`Faster MTCNN`](https://github.com/timesler/facenet-pytorch), [`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/), [`YOLOv8 Face`](https://github.com/derronqi/yolov8-face) and [`YuNet`](https://github.com/ShiqiYu/libfacedetection) detectors are wrapped in deepface. +Face detection and alignment are important early stages of a modern face recognition pipeline. Experiments show that just alignment increases the face recognition accuracy almost 1%. [`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/), [`Faster MTCNN`](https://github.com/timesler/facenet-pytorch), [`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/), [`YOLOv8 Face`](https://github.com/derronqi/yolov8-face), [`YuNet`](https://github.com/ShiqiYu/libfacedetection) and [`CenterFace`](https://github.com/Star-Clouds/CenterFace) detectors are wrapped in deepface. -

+

All deepface functions accept an optional detector backend input argument. You can switch among those detectors with this argument. OpenCV is the default detector. @@ -206,11 +206,12 @@ backends = [ 'ssd', 'dlib', 'mtcnn', + 'fastmtcnn', 'retinaface', 'mediapipe', 'yolov8', 'yunet', - 'fastmtcnn', + 'centerface', ] #face verification diff --git a/icon/detector-portfolio-v6.jpg b/icon/detector-portfolio-v6.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fb158a76c2f63a933bd5447bb690d59510d908c GIT binary patch literal 233388 zcmeGF2{@Hq*8q;+$H6g^c_w3#AyVc;LPAK$oOzzf5a$#{=AtMiQHByS58;@lLdYy* z=II=TgERbYJ;VE6?|1#L@45cJ@4KGoyMDIzx!1k#J*>6vwfA28UVE>IBgAQd;gXh) z765?&zEPof6=LTrby`wd3Q&fJ_}V#mI0f?C zJGr=ds|akqM+xw|IjRVl$>~e$`)WA3x?K$OcQOvUeAOY$!$HAO0Itff9HJQF?)u7@{KZt8zsUK1`Mp;Qy5+&_hMwn!X{whL67!zntV5NofJFw7;XX;*|?p zzn2B?R0MuUGB`L`GFVp9$KOTjw1R?yl(dYLjEn@BLn0v5JJ2pf!aG3lj~XsG1vvP- z`3AcAc=I3DXlL&e6sRH~AO*G{^?MVC;Gejv@*jmG4jggdhyzC)IO4z&2mZgufq!W` zPTru36AbDy0C63VHw0BBA5dTN<(HL|2ISA{=#w6*WMKFO3;zNczValDCIe-p%eN>W zuVK$4h_m!)9Ssdz!z%__I(nMFv_kr6J6~T<5(WV9@(%RBqJ5tKnz;o(Yzb87r~p<# 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