GetCompress: Compressing Raster Stacks to Run Faster Without Losing the Original Grid
While reading a paper on multivariate solar power forecasting with multilevel data fusion, one practical idea kept coming back to me, that with large…
Category
Computer Vision
Deep learning on satellite, radar (SAR) and drone imagery, and GIS.
6 articles
Lessons on AI Applied to Satellite Imagery
AI models for remote sensing deliver increasingly impressive results on academic benchmarks, but moving them into operational environments, where rea…
GeoAI Solution Architecture: Integrating Geolocation and Artificial Intelligence
It's been a long time since I last posted here on the blog. But recently, while looking at search trends on Google Trends, I noticed a remarkable ris…
CleanVision: An Essential Tool for Image Data Cleaning
While working with a radar imagery dataset provided by ICEYE, an innovative company in synthetic aperture radar (SAR) technology, I ran into noisy, l…
Classifying Radar Images of T-72 Tank Variants
Working with data from the Sensor Data Management System (SDMS), provided by the US Air Force, is a really interesting challenge. In this post, I tra…
Generating Samples for Deep Learning Models in ArcGIS Pro
Many people starting out in data science don't know how those neat, ready-to-use image samples for training deep learning models are actually produce…
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