satellite-image-deep-learning
Robin ColeNewsletter on deep learning with satellite & aerial imagery
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 85 | Founded | 4 years ago | Last Issue | 7 days ago |
| Active | |||||
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satellite-image-deep-learning.comLatest Issues
Building OlmoEarth: AI2’s Open Foundation Model for Satellite Imagery
In this episode I sat down with Joe Redmond from the Allen Institute for AI (AI2) to discuss OlmoEarth, AI2's open geospatial foundation model for Earth observation. Joe explains how the project emerged from AI2's environmental and climate...
A Single GPU Is All You Need for Self-Supervised Pretraining
In this episode I sat down with Lakshay Sharma, a machine learning scientist at Instacart and former member of Microsoft’s geospatial AI team, to discuss self-supervised learning for remote sensing and his recent research on efficient pretr...
Mapping The World at Taylor Geospatial
In this episode I sat down with Jennifer Marcus and Isaac Corley from Taylor Geospatial to explore Fields of the World - an open initiative to create globally consistent agricultural field boundary datasets from satellite imagery using AI a...
BetaEarth: Open Embeddings of Sentinel-2 and Sentinel-1 with a Little Help of AlphaEarth
In this episode I sat down with Mikolaj (Miko) Czerkawski from Asterisk Labs to explore BetaEarth, an experimental open-source emulator trained on AlphaEarth Foundations' public embedding archive. AEF — released by Google and Google DeepMin...
Geospatial Annotation with LabelMe and Segment Anything
In this episode I sat down with Kentaro Wada, a computer vision engineer at Mujin and creator of LabelMe, to explore the evolution of image annotation workflows. We discuss how his need to label data for a robotics challenge led to building...
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Deep learning applied to satellite imagery
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