How has transduction elevated few-shot algorithms to a new state-of-the-art?
Hybrid CV/DL pipelines with OpenCV 4.4 G-API
Modern Computer Vision (CV) and Video Analytics (VA) problems are solved with a combination of traditional methods and Deep Learning (DL). Deep Neural Network Inference becomes a crucial tool in the domain, but integrating it into the application and the further deployment is sometimes non-trivial — especially if the algorithm is built with multiple DL […]
Training A Personal Protective Equipment (PPE) Detector From Scratch with OAK
Note: This article was originally posted on the OpenCV AI Kit Kickstarter campaign. OAK was started to solve a human safety issue- and that goal is still baked into the project. We also believe that in order to be maximally effective, this technology needs to be simple to use. One of the biggest ways these […]
OpenCV is to change the license to Apache 2
OpenCV 5 is coming out soon. This will be a major release to celebrate 20th OpenCV anniversary! Besides many new features and improvements that OpenCV 5.0 (and, in general, OpenCV 5.x release series) will bring, such as better optimization for various architectures, support for new deep learning topologies, much improved 3D vision algorithms etc., the […]
Computing Visual Perception to Enable Real-Time Object Recognition
About the author: Siddharth Advani earned his B.S. degree in electronics engineering from Pune University, India, in 2005, and his M.S. degree in electrical engineering and his Ph.D. degree in computer science and engineering from the Pennsylvania State University, State College, in 2009 and 2016, respectively. His research interests include real-time embedded systems targeted for […]
Introducing OAK: Spatial AI Powered by OpenCV
Update: OAK is now available on Kickstarter! AI technology is a new frontier, with limitless potential for the improvement of human lives. The OpenCV Artificial Intelligence Kit (OAK) project began life as part of CommuteGuardian, a technological solution to the causes of many bicycle – automobile accidents, by alerting distracted drivers and warning cyclists just […]
Your success story for OpenCV film
As OpenCV is celebrating 20th anniversary this year, we are preparing film with several episodes. It will cover the project history, current state of development and some insights about the future. It will also cover collaboration with various companies and the community, and, of course, success stories. We worked hard on the library for many […]
OpenCV hackathon starts next week!
From May 25 to 31, OpenCV will host a traditional hackathon. We encourage everyone to take part in it – especially since OpenCV is celebrating its 20th anniversary this summer, and the hackathon will be one of the events in celebration. We have more than a thousand different tasks at your disposal: simple and complex, […]
opencv4arts: Draw my city, Vincent!
OpenCV is a library with 20 years of continuous development under its belt. The age of introspection and search of destiny. Are there any projects based on the library which have made someone’s life better and happier? Can you make it by yourself? Seeking the answers and trying to discover new OpenCV modules, I would […]
OpenCV Hackathon Finished
OpenCV Hackathon is done and we want to say “Thank You!” to the OpenCV community and engineers who helped the OpenCV team to make the library better. The hackathon brings a lot of changes and improvements, but it’s important to highlight some of them: Stefan Bruens (@StefanBruens) contributed OpenJPEG library integration code as an alternative […]
OpenCV.org and Microsoft Azure Partnership
OpenCV.org, the provider of the most comprehensive curriculum for learning Computer Vision online, is partnering with global giant Microsoft to gift 100 hours of GPU time to each of its 2,000 newly enrolled students within its Deep Learning with PyTorch course. AI Courses by OpenCV.org OpenCV.org is committed to making AI education available to the […]
OpenCV Hackathon is coming!
OpenCV celebrates its 20th anniversary this summer. It’s a very important milestone for the development team, and we are finalizing open activities, fixing reported bugs and closing documentation gaps to meet the anniversary in good fit. OpenCV is a community-driven project, and we invite all library users and contributors to participate in Virtual OpenCV Hackathon […]
