Highlighted Features#

At a granular level, Kornia is a library that consists of the following components:
Component |
Description |
a Differentiable Computer Vision library like OpenCV, with strong GPU support |
|
a module to perform data augmentation in the GPU |
|
a set of routines to perform color space conversions |
|
a compilation of user contrib and experimental operators |
|
a module to perform feature detection |
|
a module to perform image filtering and edge detection |
|
a geometric computer vision library to perform image transformations, 3D linear algebra and conversions using different camera models |
|
a stack of loss functions to solve different vision tasks |
|
a module to perform morphological operations |
|
image to tensor utilities and metrics for vision problems |