Learn#

New to Kornia? Three steps take you from zero to a working pipeline:

1 · Install

pip install kornia — plus conda and from-source options, and how to check it worked.

Installation
2 · QuickStart

Pick the application closest to your task — augmentation, matching, stitching, registration, detection, prompting or denoising — and adapt its pipeline.

Image Augmentation
3 · Learn the conventions

(B, C, H, W) floats in [0, 1], (x, y) points vs (h, w) sizes, degrees vs radians. Nearly every subtle Kornia bug is a convention mismatch — read this before writing code.

Conventions & Pitfalls

Looking for a specific function instead? The API reference documents every module, and What is Kornia? gives the one-page overview of the whole library.