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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 […]

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 […]