Sidewalk Extraction

Environment: torch.dev.gpu Status: Planned -- datasets in lakehouse Datasets: landing/sidewalks/, landing/njtpa/

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Overview

Geospatial sidewalk detection from satellite and aerial imagery. Relevant to urban planning, ADA compliance mapping, and pedestrian infrastructure analysis.

Datasets

Dataset	Description
sidewalks	Sidewalk imagery and annotations
njtpa	New Jersey Transportation Planning Authority aerial imagery

Platform services

• Data plane: Raw imagery in landing/, segmentation outputs in warehouse/
• User plane: Segmentation model training as Ray Jobs on torch.dev.gpu