11https://apps.granular.ai/apps platform for re-producible and production-ready geospatial machine learning research. GeoEngine removes key technical hurdles to adopting computer vision and deep learning-based geospa-tial solutions at scale. It is the first end-to-end geospatial machine learning platform, simplifying access to insights locked behind petabytes of imagery. Backed by a rigor-ous research methodology, this geospatial framework em-powers researchers with powerful abstractions for image sourcing, dataset development, model development, large scale training, and model deployment. In this paper we pro-vide the GeoEngine architecture explaining our design rationale in detail. We provide several real-world use cases of image sourcing, dataset development, and model building that have helped different organisations build and deploy geospatial solutions.">

GeoEngine: A Platform for Production-Ready Geospatial Research (original) (raw)

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