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seasonSH/Probabilistic-Face-Embeddings

0
View on GitHub↗
351 stars·58 forks·Python·MIT·7 views

Probabilistic Face Embeddings

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…

Features

  • Face Manipulation - Probabilistic modeling for face embedding generation.
  • Face Recognition - Uncertainty-aware face embeddings for improved recognition performance.

Star history

Star history chart for seasonsh/probabilistic-face-embeddingsStar history chart for seasonsh/probabilistic-face-embeddings

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Probabilistic Face Embeddings

These projects share indexed features with Probabilistic Face Embeddings. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • becauseofai/mobilefacebecauseofAI avatar

    becauseofAI/MobileFace

    752View on GitHub↗

    2K real-time detection is so easy!

    Python
    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
Compare all 23 related projects→

Frequently asked questions

What does seasonsh/probabilistic-face-embeddings do?

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…

What are the main features of seasonsh/probabilistic-face-embeddings?

The main features of seasonsh/probabilistic-face-embeddings are: Face Manipulation, Face Recognition.

Which projects share features with seasonsh/probabilistic-face-embeddings?

Projects with overlapping indexed features 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,…