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Kornia
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GET STARTED

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

KORNIA APPLICATIONS

  • Computer Vision Algorithms
  • Face Detection
  • Image Augmentation
  • Image Classification
  • Image Matching
  • Image Stitching
  • Image Registration
  • Semantic segmentation

KORNIA MODELS

  • YuNet
  • Vision Transformer (ViT)
  • MobileViT
  • LoFTR (matching)
  • DeFMO (video)
  • Hardnet (descriptor)
  • Affnet (detection)
  • SOLD2 (Line detection and matching)
  • Dexined (edge detection)

API REFERENCE

  • kornia.augmentation
    • Base Classes
    • Augmentation Containers
    • Image Augmentations
  • kornia.color
  • kornia.contrib
  • kornia.enhance
  • kornia.feature
  • kornia.filters
  • kornia.geometry
    • kornia.geometry.bbox
    • kornia.geometry.boxes
    • kornia.geometry.calibration
    • kornia.geometry.camera
      • Pinhole Camera
      • Perspective Camera
      • Stereo Camera
    • kornia.geometry.conversions
    • kornia.geometry.depth
    • kornia.geometry.epipolar
    • kornia.geometry.homography
    • kornia.geometry.liegroup
    • kornia.geometry.linalg
    • kornia.geometry.line
    • kornia.geometry.quaternion
    • kornia.geometry.subpix
    • kornia.geometry.transform
    • kornia.geometry.ransac
  • kornia.io
  • kornia.losses
  • kornia.metrics
  • kornia.morphology
  • kornia.tracking
  • kornia.testing
  • kornia.utils
  • kornia.x

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
  • Kornia Governance | Persons of interest
  • Bibliography
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