Library for polar transforms of images using PyTorch and Kornia

This AI project applies fundamental machine learning techniques to generate panoramic photos and image stitching, utilizing PyTorch and Kornia for manual algorithm implementation.

Source code for the Segmentation Tutorial

Basic examples of Kornia library usage.

Enhancing road segmentation model for Asphalt edge detection

An elastic and perspective transform extension that is offset-reversible.

Register two images from different viewpoints.

Image Super-Resolution Using ESRGAN

Kornia motion blur examples

A PyTorch implementation of SuperGlue

CSE465 Pattern Recognition and Neural Network Project

Dockerizing a deep learning model

An interactive demo showing the results of different image augmentations

DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.

Open Source Graph Neural Net Based Pipeline for Image Matching

🤗 image matching toolbox webui