How has transduction elevated few-shot algorithms to a new state-of-the-art?
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 […]
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 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 […]
Visual search has become a necessity for many multimedia applications running on today’s computing systems. Tasks such as recognizing parts of a scene in an image, detecting items in a retail store, navigating an autonomous drone, etc. have great relevance to today’s rapidly changing environment. Many of the underlying functions in these tasks rely on […]
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 […]
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 […]
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, […]