no code implementations • 16 Dec 2021 • Javier Rodríguez-Puigvert, David Recasens, Javier Civera, Rubén Martínez-Cantín
Estimating depth information from endoscopic images is a prerequisite for a wide set of AI-assisted technologies, such as accurate localization and measurement of tumors, or identification of non-inspected areas.
no code implementations • 29 Apr 2021 • Javier Rodríguez-Puigvert, Rubén Martínez-Cantín, Javier Civera
In this paper, we evaluate scalable approaches to uncertainty quantification in single-view supervised depth learning, specifically MC dropout and deep ensembles.