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Kornia

Advancing Computer Vision & Spatial AI, Openly

Spatial AIcudadata sciencedeep learningmachine learningparallel computingrust

Participation history

2 GSoC years

2026

3 projects

Official year page

Kornia-SLAM: Robust visual-inertial SLAM

This project intends to extend the existing kornia-slam repository to create a visual + inertial measurements based simultaneous localization and...

GPU Acceleration for kornia-tensor and kornia-imgproc

kornia-rs currently supports only CPU-based computation for image processing operations like resize, warp, and color transforms. This project...

GPU-Accelerated VLM/VLA infrastructure on Bubbaloop

This project builds GPU-accelerated image processing kernels for kornia-rs and integrates them into a real-time vision-language model (VLM) pipeline...

2025

2 projects

Official year page

Efficient SmolVLM

The aim of this project is to bring State of the Art methods for lightweight Visual Language models into Kornia in Rust. Recently, Hugging Face...

AprilTag, FAST, and ORB Detectors

AprilTags, FAST, and ORB are fundamental feature detectors in computer vision and robotics. AprilTags provide robust fiducial markers widely used for...