State-of-the-art 2D and 3D Face Analysis Project
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Updated
Nov 22, 2024 - Python
State-of-the-art 2D and 3D Face Analysis Project
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Implementation of popular deep learning networks with TensorRT network definition API
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
face recognition training project(pytorch)
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Build your own ArcFace, CenterFace/Centernet
适用于复杂场景的人脸识别身份认证系统
使用Tensorflow实现声纹识别
Keras implementation of ArcFace, CosFace, and SphereFace
An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
ArcFace unofficial Implemented in Tensorflow 2.0+ (ResNet50, MobileNetV2). "ArcFace: Additive Angular Margin Loss for Deep Face Recognition" Published in CVPR 2019. With Colab.
Insightface Keras implementation
本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型,同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法
One-shot Learning and deep face recognition notebooks and workshop materials
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