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A Tutorial on GeoAI: Designing Footprint Extraction from NAIP Imagery Using U-Net, Grounding DINO, SAM, and Mask R-CNN

A Tutorial on GeoAI: Designing Footprint Extraction from NAIP Imagery Using U-Net, Grounding DINO, SAM, and Mask R-CNN

A tutorial presents a GeoAI workflow for extracting building footprints from high-resolution NAIP aerial imagery. It covers geospatial data preparation, georeferenced image chips and masks, and model use with U-Net, Grounding DINO, SAM, and Mask R-CNN.

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