Kornia is a differentiable library that allows classical computer vision to be integrated into deep learning models.
2D Feature detection
Roadmap Kornia 0.6.0 announcement
Talk at FOSSASIA Summit 2021
Kornia release 0.5.0: Morphological operators, Deep descriptors, Video Augmentations and more
New tutorials website
DiffCVGP: Differentiable vision, graphics, and physics applied to machine learning
PyTorch Developer Day 2020
Kornia release 0.4.1: Improve 3D augmentations and 3D transforms low level API
Creation of Kornia blog
New paper: A survey on Kornia: an Open Source Differentiable Computer Vision Library for @PyTorch
Kornia 0.4.0 Release: 3D augmentations, local features matching, homographies and epipolar geometry
IRI Robotics Summer School 2020 with Kornia
CVPR2020 tutorial - Local Features: From SIFT to Differentiable Methods
Kornia 0.3.1 Release: Expose align corners, add support to Python 3.8 and more fixes
Kornia 0.3.0 Release: PyTorch 1.5 support, accelerated Data Augmentation, stable GPU testing and easy ecosystem integration
Kornia v0.2.1 Release Data augmentation framework, deep descriptors and more
Edgar’s talk at @GDG_ES
Kornia v0.2.0 release.
First Kornia Hackaton
AWS Open Source oficially sponsors with promotional credits.
Kornia joins the PyTorch ecosystem
AUR (Arch User Repository) packages for kornia
Created and moved the project to a standalone GitHub organization
Kornia joins the PyTorch Discuss forum. Please address your Q&A
Starting a partnership with fast.ai to implement kornia in their high level API.
Paper accepted in 2020 Winter Conference on Applications of Computer Vision (WACV ’20).
Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.View project
The Home of Data ScienceView project
Accelerated deep learning R&DView project
The fastai deep learning libraryView project
Adversarial Robustness Toolbox (ART)
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, InferenceView project
Machine Learning Workspace
All-in-one web-based IDE specialized for machine learning and data science.View project
Image data augmentation with pytorchView project
Gradslam is an open source differentiable dense SLAM library for PyTorchView project