Search Results for author: Isaac A. Corley

Found 2 papers, 2 papers with code

TorchGeo: Deep Learning With Geospatial Data

1 code implementation • 17 Nov 2021 • Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee

Deep learning methods are particularly promising for modeling many remote sensing tasks given the success of deep neural networks in similar computer vision tasks and the sheer volume of remotely sensed imagery available.

Transfer Learning

2,218

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SSL4EO-L: Datasets and Foundation Models for Landsat Imagery

2 code implementations • NeurIPS 2023 • Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee

The Landsat program is the longest-running Earth observation program in history, with 50+ years of data acquisition by 8 satellites.

Cloud Detection Earth Observation +2

2,218

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Code

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