Highlighted Features

At a granular level, Kornia is a library that consists of the following components:

Component	Description
kornia	a Differentiable Computer Vision library like OpenCV, with strong GPU support
kornia.augmentation	a module to perform data augmentation in the GPU
kornia.color	a set of routines to perform color space conversions
kornia.contrib	a compilation of user contrib and experimental operators
kornia.feature	a module to perform feature detection
kornia.filters	a module to perform image filtering and edge detection
kornia.geometry	a geometric computer vision library to perform image transformations, 3D linear algebra and conversions using different camera models
kornia.losses	a stack of loss functions to solve different vision tasks
kornia.morphology	a module to perform morphological operations
kornia.utils	image to tensor utilities and metrics for vision problems