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InsightFace State of the art deep face analysis library

InsightFace
Freemium

Home: https://insightface.ai

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What is InsightFace?

InsightFace delivers a suite of tools for advanced 2D and 3D deep face analysis. It operates as both an open-source library and a provider of commercial solutions tailored for high-quality face swapping and custom application development through its SDK. The platform is designed to support innovation and creativity in fields requiring sophisticated facial analysis capabilities.

It features multiple projects focused on different aspects of facial technology, such as state-of-the-art face recognition (ArcFace, SubCenter-ArcFace, VPL, Partial-FC), accurate face detection (RetinaFace, SCRFD), and precise face alignment (SDUNet, CoordinateReg). The core library is available under the MIT License for academic and commercial use, while specific training data and models are restricted to non-commercial research.

Features

  • Deep Face Analysis: Provides tools for advanced 2D and 3D facial analysis.
  • Face Swapping: Offers high-quality face swapping through Picsi.Ai and integrated models.
  • Face Recognition: Includes state-of-the-art recognition models like ArcFace and SubCenter-ArcFace.
  • Face Detection: Features robust detection methods such as RetinaFace and SCRFD.
  • Face Alignment: Provides alignment tools like SDUNet and CoordinateReg.
  • InspireFace SDK: Offers a cross-platform C/C++ SDK for custom face recognition application development supporting various backends.
  • Open Source Library: Core code released under the permissive MIT License.

Use Cases

  • Developing custom face recognition applications.
  • Integrating high-quality face swapping into services or applications.
  • Implementing advanced face detection systems.
  • Utilizing face alignment for specific image processing tasks.
  • Researching and developing new facial analysis technologies.
  • Building cross-platform facial analysis tools for different operating systems.

FAQs

  • What license is the InsightFace code released under?
    The code is released under the MIT License, allowing both academic and commercial usage.
  • Are the training data and models available for commercial use?
    No, the training data containing annotations and the models trained with this data are available for non-commercial research purposes only.
  • How can I install the InsightFace library?
    You can install it using pip with the command: `pip install -U insightface`. Python 3.6 or higher is required.
  • What is InspireFace?
    InspireFace is a cross-platform face recognition SDK developed in C/C++, supporting multiple operating systems and inference backends (CPU, GPU, NPU).
  • Where can I find the face swapping service mentioned?
    InsightFace's advanced face-swapping models are integrated into the Picsi.Ai face-swapping service and an InsightFace Discord bot.

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