Open-source alternatives to Sphereface Plus

Tensorflow implementation for paper CosFace: Large Margin Cosine Loss for Deep Face Recognition

InsightFace is a comprehensive deep learning framework designed for face recognition, biometric identity verification, and feature extraction. It provides a specialized engine for one-to-one verification and one-to-many identification tasks, utilizing convolutional neural networks to transform raw image pixels into high-dimensional vector embeddings. The project includes a complete toolkit for detecting, aligning, and processing facial data to ensure consistent identity discrimination. Beyond core recognition, the platform distinguishes itself through an extensive model management and optimiz

by Feng Wang, Weiyang Liu, Haijun Liu, Jian Cheng

NormFace: L2 HyperSphere Embedding for Face Verification

2K real-time detection is so easy!

This is the implementation of paper <Additive Margin Softmax for Face Verification>

This is code for the PDSN in our paper. Deep Convolutional Neural Networks (CNNs) have been pushing the frontier of face recognition over past years. However, existing general CNN face models generalize poorly for occlusions on variable facial areas. Inspired by the fact that the human visual…

A PyTorch code of paper Dual Variational Generation for Low Shot Heterogeneous Face Recognition.

By Yichun Shi and Anil K. Jain

This is a demo code of training and testing Probabilistic Face Embeddings using Tensorflow. Probabilistic Face Embeddging (PFE) is a method that converts conventional CNN-based face embeddings into probabilistic embeddings by calibrating each feature value with an uncertainty value. The…

PyTorch module to use OpenFace's nn4.small2.v1.t7 model

This is the code of CVPR 2019 paper《Unequal Training for Deep Face Recognition with Long Tailed Noisy Data》.

Noise-Tolerant Paradigm for Training Face Recognition CNNs Official, CVPR 2019

This project is an implementation for "Led3D: An lightweight and efficent deep approach to recognizing low-quality 3d faces" Download , which is accepted by CVPR2019.

1、在caffe中实现arcface中的损失函数，参考cosinface的实现。

This repository contains code for AdaCos, ArcFace, CosFace, and SphereFace based on AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations implemented in PyTorch.