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Kornia
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GET STARTED

  • What is Kornia library ?
  • Highlighted Features
  • Installation
  • Half-Precision Support
  • About
  • Tutorials
  • Multi-Framework Support
  • OpenCV AI Kit
  • Kornia AI Organization

API REFERENCE

  • kornia.augmentation
    • Automatic Augmentation Methods
    • Base Classes
    • Augmentation Containers
    • Image Augmentations
  • kornia.color
  • kornia.contrib
  • kornia.core
  • kornia.enhance
  • Local Features and Image Matching
  • kornia.filters
  • kornia.geometry
    • kornia.geometry.bbox
    • kornia.geometry.boxes
    • kornia.geometry.keypoints
    • kornia.geometry.calibration
    • kornia.geometry.camera
      • Pinhole Camera
      • Perspective Camera
      • Stereo Camera
    • kornia.geometry.conversions
    • kornia.geometry.depth
    • kornia.geometry.epipolar
    • kornia.geometry.grid
    • kornia.geometry.homography
    • kornia.geometry.liegroup
    • lie algebra
    • lie group and lie algebra
    • kornia.geometry.linalg
    • kornia.geometry.line
    • kornia.geometry.pointcloud
    • kornia.geometry.quaternion
    • kornia.geometry.solvers
    • kornia.geometry.subpix
    • kornia.geometry.transform
    • kornia.geometry.ransac
  • kornia.sensors
    • kornia.sensors.camera
  • kornia.io
  • kornia.image
  • kornia.losses
  • Models Overview
  • kornia.metrics
  • kornia.morphology
  • ONNXSequential: Chain Multiple ONNX Models with Ease
  • kornia.tracking

KORNIA APPLICATIONS

  • Computer Vision Algorithms
  • Visual Prompting
  • Face Detection
  • Image Augmentation
  • Image Matching
  • Image Stitching
  • Image Registration
  • Image Denoising

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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Python Module Index

k
 
k
- kornia
    kornia.geometry.bbox
    kornia.geometry.boxes
    kornia.geometry.homography
    kornia.geometry.transform.image_registrator
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