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linserSnow/PDSN

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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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Frequently asked questions

What does linsersnow/pdsn do?

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…

What are the main features of linsersnow/pdsn?

The main features of linsersnow/pdsn are: Face Manipulation, Face Recognition.

What are some open-source alternatives to linsersnow/pdsn?

Open-source alternatives to linsersnow/pdsn include: 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,…

Open-source alternatives to PDSN

Similar open-source projects, ranked by how many features they share with PDSN.
  • becauseofai/mobilefacebecauseofAI avatar

    becauseofAI/MobileFace

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    2K real-time detection is so easy!

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    View on GitHub↗752
  • bradyfu/dvgBradyFU avatar

    BradyFU/DVG

    121View on GitHub↗

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

    Python
    View on GitHub↗121
  • cmusatyalab/openfacecmusatyalab avatar

    cmusatyalab/openface

    15,398View on 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
    View on GitHub↗15,398
  • cyh24/joint-bayesiancyh24 avatar

    cyh24/Joint-Bayesian

    247View on GitHub↗

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

    Python
    View on GitHub↗247
See all 23 alternatives to PDSN→