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linserSnow/PDSN

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0 estrellas·0 forks·7 vistas

PDSN

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…

Features

  • Face Manipulation - Mask learning for occlusion-robust face recognition.
  • Face Recognition - Robust recognition using mask learning and differential siamese networks.

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Preguntas frecuentes

¿Qué hace linsersnow/pdsn?

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…

¿Cuáles son las características principales de linsersnow/pdsn?

Las características principales de linsersnow/pdsn son: Face Manipulation, Face Recognition.

¿Qué alternativas de código abierto existen para linsersnow/pdsn?

Las alternativas de código abierto para linsersnow/pdsn incluyen: becauseofai/mobileface — 2K real-time detection is so easy! bradyfu/dvg — A PyTorch code of paper Dual Variational Generation for Low Shot Heterogeneous Face Recognition. cmusatyalab/openface — Openface is a deep learning toolkit designed for facial recognition and identity verification. It provides a… cyh24/joint-bayesian — Download from the Websit: http://home.ustc.edu.cn/~chendong/JointBayesian/. davidsandberg/facenet — FaceNet is a facial recognition framework designed to transform facial images into high-dimensional numerical… deepinsight/insightface — InsightFace is a comprehensive deep learning framework designed for face recognition, biometric identity verification,…

Alternativas open-source a PDSN

Proyectos open-source similares, clasificados según cuántas características comparten con PDSN.
  • becauseofai/mobilefaceAvatar de becauseofAI

    becauseofAI/MobileFace

    752Ver en GitHub↗

    2K real-time detection is so easy!

    Python
    Ver en GitHub↗752
  • bradyfu/dvgAvatar de BradyFU

    BradyFU/DVG

    121Ver en GitHub↗

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

    Python
    Ver en GitHub↗121
  • cmusatyalab/openfaceAvatar de cmusatyalab

    cmusatyalab/openface

    15,398Ver en GitHub↗

    Openface is a deep learning toolkit designed for facial recognition and identity verification. It provides a comprehensive pipeline for detecting faces, aligning landmarks, and transforming facial images into compact numerical vectors. By utilizing these embeddings, the system enables identity classification and similarity comparison through geometric distance calculations. The project distinguishes itself by integrating research-oriented diagnostic tools alongside its core recognition capabilities. It includes utilities for visualizing high-dimensional feature clusters, inspecting internal c

    Luadeep-learningface-recognitionfacenet
    Ver en GitHub↗15,398
  • cyh24/joint-bayesianAvatar de cyh24

    cyh24/Joint-Bayesian

    247Ver en GitHub↗

    Download from the Websit: http://home.ustc.edu.cn/~chendong/JointBayesian/

    Python
    Ver en GitHub↗247
Ver las 23 alternativas a PDSN→