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LinkedIn Post
NJ sidewalk extraction from satellite imagery

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Extracting Fine Features from Super High-Resolution Satellite Imagery

Actor-based perception pipeline built on Ray and NVIDIA Triton for extracting fine features from high-resolution satellite imagery. Case study: NJ sidewalk mapping from 2.5TB of imagery yielding 4.9M preprocessed chips.

By Pantelis Monogioudis & John VitzMay 15, 2025
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