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@kornia

kornia

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Kornia is an open-source project developed and maintained by the non-profit KorniaAI ® foundation.

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Kornia is a cutting-edge project that propels research and work in Computer Vision and SpatialAI, offering robust implementations of computer vision algorithms optimized for accelerated devices. This enables differentiability, efficient batch image processing, and hassle-free deployment.

Our presence in the Computer Vision community is growing, and our long-term goals include:

  • Enhancing Differentiable Computer Vision operators to be GPU-ready and produce meaningful gradients.
    Developing algorithms focused on robotics perception and Spatial AI, also known as geometric computer vision.
  • Enabling deployable vision operations across various devices, including Nvidia GPUs, Nvidia Jetson series, Google TPUs, and even Quantum Computing platforms.
  • Ensuring top-quality support with continuous integration and continuous delivery (CI/CD) for all our updates and releases.
  • Creating and disseminating educational content in the realms of Computer Vision and AI.

With the dedication and expertise of the Kornia Team, we're committed to advancing the field of Computer Vision. May the pixels always be in your favor!

The Kornia Team 😎
May the pixels be with you

Current sponsors 1

@dodobyte

Past sponsors 4

@elgalu
@justanhduc
@PeizhiYan
Private Sponsor

Meet the team

Featured work

  1. kornia/kornia

    Geometric Computer Vision Library for Spatial AI

    Python 9,439
  2. kornia/kornia-rs

    Low-level Computer Vision library in Rust

    Rust 123
  3. kornia/tutorials

    Repository containing the Kornia related tutorials

    Jupyter Notebook 41
  4. kornia/dlpack-rs

    Rust binding for DLPack

    Rust 3
  5. kornia/limbus

    Open Source async AI pipelines

    Python 27
  6. kornia/pixie

    Pixie: Computer Vision AI Engineer assistant

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