retinaface
tiny
| retinaface | tiny | |
|---|---|---|
| 2 | - | |
| 958 | 1,127 | |
| - | - | |
| 7.7 | 0.0 | |
| 3 days ago | about 4 years ago | |
| Python | MATLAB | |
| MIT License | GNU General Public License v3.0 or later |
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retinaface
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what is the best and most optimized model for face detection/face alignment. best for cuda
I tried this implementation https://github.com/serengil/retinaface
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Using Edge Biometrics For Better AI Security System Development
For face detection, we used the RetinaFace model with a MobileNet backbone from the InsightFace project. This model outputs four coordinates for each detected face on an image as well as 5 facial landmarks. The fact that images captured at different angles or with different optics can change the proportions of the face due to distortion. This may cause the model to struggle identifying the person.
tiny
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Tracking mentions began in Dec 2020.
What are some alternatives?
yolov8-face - yolov8 face detection with landmark
tensorflow-yolo-v3 - Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
face-alignment - :fire: 2D and 3D Face alignment library build using pytorch
facenet - Face recognition using Tensorflow
sod - An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
insightface - State-of-the-art 2D and 3D Face Analysis Project
Detect-It-Easy - Program for determining types of files for Windows, Linux and MacOS.
ECAPA-TDNN - Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
jeelizFaceFilter - Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
facial-recognition - Controlling user authentication with facial recognition