facial-recognition
retinaface
facial-recognition | retinaface | |
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1 | 2 | |
37 | 967 | |
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0.0 | 7.7 | |
over 1 year ago | 13 days ago | |
Python | Python | |
MIT License | MIT License |
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facial-recognition
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.
What are some alternatives?
DeepStack - The World's Leading Cross Platform AI Engine for Edge Devices
yolov8-face - yolov8 face detection with landmark
deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
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)
The-Machine - Person of Interest Machine
facenet - Face recognition using Tensorflow
blurfaces - blurs faces in video
insightface - State-of-the-art 2D and 3D Face Analysis Project
facenet-pytorch - Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
ECAPA-TDNN - Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
Face Recognition - The world's simplest facial recognition api for Python and the command line
tiny - Tiny Face Detector, CVPR 2017