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Juan M. Lavista Ferres

Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning

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Apr 12, 2024
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Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery

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Mar 05, 2024
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Weak Labeling for Cropland Mapping in Africa

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Jan 13, 2024
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Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery

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Jan 12, 2024
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Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments

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Dec 11, 2023
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Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event

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Jun 21, 2023
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Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters

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May 22, 2023
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Fast building segmentation from satellite imagery and few local labels

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Jun 10, 2022
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Mapping industrial poultry operations at scale with deep learning and aerial imagery

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Dec 21, 2021
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TorchGeo: deep learning with geospatial data

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Nov 17, 2021
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