hybrid-face
retinaface
| hybrid-face | retinaface | |
|---|---|---|
| 1 | 2 | |
| 1 | 973 | |
| - | - | |
| 0.0 | 7.7 | |
| about 3 years ago | 21 days ago | |
| Python | Python | |
| - | MIT License |
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hybrid-face
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Fourier Transforms can be applied to create images that look different from up close vs far away. Here: Gauss up close and Fourier from afar. Maths + Tool to make your own in the comments.
Simply install the `hybrid-face` cli via pip install hybrid-face and take a look at the GitHub repo.
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?
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
yolov8-face - yolov8 face detection with landmark
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)
facenet - Face recognition using Tensorflow
insightface - State-of-the-art 2D and 3D Face Analysis Project
ECAPA-TDNN - Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
tiny - Tiny Face Detector, CVPR 2017
face-alignment - :fire: 2D and 3D Face alignment library build using pytorch
facial-recognition - Controlling user authentication with facial recognition
Tiny_Faces_in_Tensorflow - A Tensorflow Tiny Face Detector, implementing "Finding Tiny Faces"
Face Recognition - The world's simplest facial recognition api for Python and the command line