Search Results for author: Andrés C. Rodríguez

Found 2 papers, 1 papers with code

Recognition of Unseen Bird Species by Learning from Field Guides

1 code implementation3 Jun 2022 Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler

Illustrations contained in field guides deliberately focus on discriminative properties of each species, and can serve as side information to transfer knowledge from seen to unseen bird species.

Generalized Zero-Shot Learning

Mapping oil palm density at country scale: An active learning approach

no code implementations24 May 2021 Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner

To that end, we propose a new, active deep learning method to estimate oil palm density at large scale from Sentinel-2 satellite images, and apply it to generate complete maps for Malaysia and Indonesia.

Active Learning Density Estimation

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