🔥🔥🔥 This repository lists some awesome face detection and recognition projects.
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ChanChiChoi/awesome-Face_Recognition
: papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval.
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becauseofAI/awesome-face
: An awesome face technology repository.
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ageitgey/face_recognition
: The world's simplest facial recognition api for Python and the command line.
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takuya-takeuchi/FaceRecognitionDotNet
: The world's simplest facial recognition api for .NET on Windows, MacOS and Linux.
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polarisZhao/awesome-face
: 😎 face releated algorithm, dataset and paper.
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clpeng/Awesome-Face-Forgery-Generation-and-Detectione
: A curated list of articles and codes related to face forgery generation and detection.
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Viola-Jones : "Robust Real-Time Face Detection". (IJCV 2004)
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MTCNN
: "Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks". (IEEE signal processing letters, 2016)
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FaceBoxes
: "FaceBoxes: A CPU real-time face detector with high accuracy". (IJCB, 2017)
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RetinaFace
: "RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild". (CVPR 2020)
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hukkelas/DSFD-Pytorch-Inference
: State of the Art Face Detection in Pytorch with DSFD and RetinaFace.
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SCRFD
: "Sample and Computation Redistribution for Efficient Face Detection". (arXiv 2021)
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YOLO5Face
: "YOLO5Face: Why Reinventing a Face Detector". (arXiv 2021)
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YOLO-FaceV2
: "YOLO-FaceV2: A Scale and Occlusion Aware Face Detector ". (arXiv 2022). "微信公众号「江大白」《超越Yolo5-Face,Yolo-Facev2开源,各类Trick优化,值得学习!》"
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OAID/TengineKit
: TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
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xialuxi/yolov5_face_landmark
: 基于yolov5的人脸检测,带关键点检测。
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sthanhng/yoloface
: Deep learning-based Face detection using the YOLOv3 algorithm.
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DayBreak-u/yolo-face-with-landmark
: yoloface大礼包 使用pytroch实现的基于yolov3的轻量级人脸检测(包含关键点)。
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abars/YoloKerasFaceDetection
: Face Detection and Gender and Age Classification using Keras.
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dannyblueliu/YOLO-Face-detection
: Face detection based on YOLO darknet.
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wmylxmj/YOLO-V3-IOU
: YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19.
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pranoyr/head-detection-using-yolo
: Detection of head using YOLO.
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grapeot/AnimeHeadDetector
: An object detector for character heads in animes, based on Yolo V3.
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Chenyang-ZHU/YOLOv3-Based-Face-Detection-Tracking
: This is a robot project for television live. System will tracking the host's face, making the face in the middle of the screen.
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zdfb/Yolov5_face
: 基于pytorch的Yolov5人脸检测。
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derronqi/yolov7-face
: yolov7 face detection with landmark.
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[DeepFace] : "DeepFace: Closing the Gap to Human-Level Performance in Face Verification". (CVPR 2014)
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[DeepID2]: "FaceNet: A Unified Embedding for Face Recognition and Clustering". (NIPS 2014)
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VGGFace: "Deep Face Recognition". (British Machine Vision Conference, 2015)
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FaceNet
: "Deep learning face representation by joint identification-verification". (CVPR 2015)
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[CosFace]: "CosFace: Large Margin Cosine Loss for Deep Face Recognition". (CVPR 2018)
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[MobileFaceNets]: "MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices". (CCBR 2018)
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ArcFace
: State-of-the-art 2D and 3D Face Analysis Project. "Arcface: Additive angular margin loss for deep face recognition". (CVPR 2019).
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SphereFace
: "SphereFace: Deep Hypersphere Embedding for Face Recognition". (CVPR 2017).
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OpenSphere
: OpenSphere is a hyperspherical face recognition library based on PyTorch. "SphereFace: Deep Hypersphere Embedding for Face Recognition". (CVPR 2017). "SphereFace2: Binary Classification is All You Need for Deep Face Recognition". (ICLR 2022). "SphereFace Revived: Unifying Hyperspherical Face Recognition". (TPAMI 2022).
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ViewFaceCore/ViewFaceCore
: C# 超简单的离线人脸识别库。( 基于 SeetaFace6 )
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serengil/deepface
: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python.
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ZhaoJ9014/face.evoLVe
: 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥.
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hpc203/10kinds-light-face-detector-align-recognition
: 10种轻量级人脸检测算法的比拼,其中还包含人脸关键点检测与对齐,人脸特征向量提取和计算距离相似度。
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coneypo/Dlib_face_recognition_from_camera
: Detect and recognize the faces from camera / 调用摄像头进行人脸识别,支持多张人脸同时识别。
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zhouyuchong/face-recognition-deepstream
: Deepstream app use YOLO, retinaface and arcface for face recognition.
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ColinFred/yolov5_arcface_face_recognition
: 利用Yolov5做人脸检测,框出识别到的人脸,用 ArcFace 做人脸识别。 (Yolov5 + ArcFace 人脸识别)
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mesutpiskin/face-detection-and-recognition
: C# Face detection and recognition with EmguCV. Eigenfaces, Fisherfaces and LBPH algorithms.
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WIDER FACE : "WIDER FACE: A Face Detection Benchmark". (CVPR 2016)
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UFDD : Unconstrained Face Detection Dataset(UFDD). "Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results". (IEEE BTAS 2018)
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LFW : Labeled Faces in the Wild(LFW). "Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments". (Workshop on faces in'Real-Life'Images: detection, alignment, and recognition. 2008)
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YouTube Faces (YTF) : "Face recognition in unconstrained videos with matched background similarity". (CVPR 2011)
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CASIA-WebFace : "Learning Face Representation from Scratch". (arXiv 2014)
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IJB-A : "Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A". (CVPR 2015)
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MS-Celeb-1M : "MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition". (ECCV 2016)
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MegaFace : "The MegaFace Benchmark: 1 Million Faces for Recognition at Scale". (CVPR 2016)
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UMDFaces : "UMDFaces: An annotated face dataset for training deep networks". (IJCB 2017)
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IJB-C : "IARPA Janus Benchmark - C: Face Dataset and Protocol". (ICB 2018)
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VGGFace2 : "VGGFace2: A Dataset for Recognising Faces across Pose and Age". (FG 2018)
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