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kornia
Kornia is an open-source project developed and maintained by the non-profit KorniaAI ® foundation.
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
Meet the team
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Edgar Riba edgarribaKornia creator, FossAI co-founder and project lead
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Jian Shi shijianjianPhD candidate @ KAUST. Previous at NECCL, CUHK, GE Power.
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Dmytro Mishkin ducha-aikiSenior CV Engineer at HOVER Inc, Postdoc at CTU in Prague.
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Christie Jacob cjpurackalComputer Vision Research Engineer / CV @kornia @audioscenic
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João G. Atkinson A. johnnv1breaking software since 2014. Deep Learning and Computer Vision. @kornia @john-pixforce
Featured work
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kornia/kornia
🐍 Geometric Computer Vision Library for Spatial AI
Python 10,103 -
kornia/kornia-rs
🦀 Low-level 3D Computer Vision library in Rust
Rust 231 -
kornia/tutorials
Repository containing the Kornia related tutorials
Jupyter Notebook 44 -
kornia/dlpack-rs
Rust binding for DLPack
Rust 3 -
kornia/limbus
Open Source async AI pipelines
Python 26 -
kornia/pixie
Pixie: Computer Vision AI Engineer assistant