1 code implementation • 17 Jul 2023 • Eric Orenstein, Kevin Barnard, Lonny Lundsten, Geneviève Patterson, Benjamin Woodward, Kakani Katija
Creating models that are able to recognize when an image or video sequence contains a new organism, an unusual collection of animals, or is otherwise out-of-sample is critical to fully leverage visual data in the ocean.
1 code implementation • 29 Sep 2021 • Kakani Katija, Eric Orenstein, Brian Schlining, Lonny Lundsten, Kevin Barnard, Giovanna Sainz, Oceane Boulais, Megan Cromwell, Erin Butler, Benjamin Woodward, Katy Croff Bell
The ocean is experiencing unprecedented rapid change, and visually monitoring marine biota at the spatiotemporal scales needed for responsible stewardship is a formidable task.
no code implementations • 1 Dec 2017 • Onur Ozdemir, Benjamin Woodward, Andrew A. Berlin
Motivated by the problem of computer-aided detection (CAD) of pulmonary nodules, we introduce methods to propagate and fuse uncertainty information in a multi-stage Bayesian convolutional neural network (CNN) architecture.
