Search Results for author: Fernando Pérez

Found 3 papers, 3 papers with code

A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery

1 code implementation16 Apr 2024 Ellianna Abrahams, Tasha Snow, Matthew R. Siegfried, Fernando Pérez

We propose a new tiling strategy, Flip-n-Slide, which has been developed for specific use with large Earth observation satellite images when the location of objects-of-interest (OoI) is unknown and spatial context can be necessary for class disambiguation.

Earth Observation Semantic Segmentation

Ten Simple Rules for Reproducible Research in Jupyter Notebooks

2 code implementations13 Oct 2018 Adam Rule, Amanda Birmingham, Cristal Zuniga, Ilkay Altintas, Shih-Cheng Huang, Rob Knight, Niema Moshiri, Mai H. Nguyen, Sara Brin Rosenthal, Fernando Pérez, Peter W. Rose

For example, what are the technical and non-technical barriers to reproducible computational studies?

Other Computer Science Computers and Society

A recurrent neural network for classification of unevenly sampled variable stars

2 code implementations28 Nov 2017 Brett Naul, Joshua S. Bloom, Fernando Pérez, Stéfan van der Walt

These networks can continue to learn from new unlabeled observations and may be used in other unsupervised tasks such as forecasting and anomaly detection.

Instrumentation and Methods for Astrophysics Solar and Stellar Astrophysics Data Analysis, Statistics and Probability

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