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GET STARTED

What is Kornia library ?
Highlighted Features
Installation
About
Tutorials
Training API (experimental)
OpenCV AI Kit
Kornia AI Organization

API REFERENCE

kornia.augmentation
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kornia.color
kornia.contrib
kornia.core
kornia.enhance
kornia.feature
kornia.filters
kornia.geometry
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- kornia.geometry.bbox
- kornia.geometry.boxes
- kornia.geometry.keypoints
- kornia.geometry.calibration
- kornia.geometry.camera
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- kornia.geometry.conversions
- kornia.geometry.depth
- kornia.geometry.epipolar
- kornia.geometry.homography
- kornia.geometry.liegroup
- lie algebra
- lie group and lie algebra
- kornia.geometry.linalg
- kornia.geometry.line
- kornia.geometry.quaternion
- kornia.geometry.solvers
- kornia.geometry.subpix
- kornia.geometry.transform
- kornia.geometry.ransac
kornia.sensors
Toggle navigation of kornia.sensors
- kornia.sensors.camera
kornia.io
kornia.image
kornia.losses
kornia.metrics
kornia.morphology
kornia.nerf
kornia.tracking
kornia.testing
kornia.utils
kornia.x

KORNIA APPLICATIONS

Computer Vision Algorithms
Visual Prompting
Face Detection
Image Augmentation
Image Classification
Image Matching
Image Stitching
Image Registration
Image Denoising
Semantic segmentation
Object detection

KORNIA MODELS

EfficientViT
Real-Time Detection Transformer (RT-DETR)
Segment Anything (SAM)
Faster Segment Anything (MobileSAM)
YuNet
Vision Transformer (ViT)
MobileViT
TinyViT
LoFTR (matching)
DeFMO (video)
Hardnet (descriptor)
Affnet (detection)
SOLD2 (Line detection and matching)
Dexined (edge detection)

SUPPORT

Issue tracker
Slack community
LibreCV community
Twitter @kornia_foss
Kornia 社区
Kornia Youtube
Kornia LinkedIn
Kornia AI

COMMUNITY

Contribute to Kornia
Frequently Asked Questions
Bibliography

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Image Denoising#

Semantic segmentation

Image Registration

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