A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

1 code implementation • 21 Sep 2020 • E. Riba, D. Mishkin, J. Shi, D. Ponsa, F. Moreno-Noguer, G. Bradski

This work presents Kornia, an open source computer vision library built upon a set of differentiable routines and modules that aims to solve generic computer vision problems.

Camera Calibration Edge Detection +2

Learning local feature descriptors with triplets and shallow convolutional neural networks

2 code implementations • British Machine Vision Conference 2016 • V. Balntas, E. Riba, D. Ponsa, and K. Mikolajczyk.

We compare our approach to recently introduced convolutional local feature descriptors, and demonstrate the advantages of the proposed methods in terms of performance and speed.