adding centerface into readme

This commit is contained in:
Sefik Ilkin Serengil 2024-04-12 14:49:58 +01:00
parent 154fca372d
commit 3e5b36f70b
2 changed files with 4 additions and 3 deletions

View File

@ -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 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.
<p align="center"><img src="https://raw.githubusercontent.com/serengil/deepface/master/icon/detector-portfolio-v5.jpg" width="95%" height="95%"></p> <p align="center"><img src="https://raw.githubusercontent.com/serengil/deepface/master/icon/detector-portfolio-v6.jpg" width="95%" height="95%"></p>
All deepface functions accept an optional detector backend input argument. You can switch among those detectors with this argument. OpenCV is the default detector. 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', 'ssd',
'dlib', 'dlib',
'mtcnn', 'mtcnn',
'fastmtcnn',
'retinaface', 'retinaface',
'mediapipe', 'mediapipe',
'yolov8', 'yolov8',
'yunet', 'yunet',
'fastmtcnn', 'centerface',
] ]
#face verification #face verification

Binary file not shown.

After

Width:  |  Height:  |  Size: 228 KiB