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SatVision: GUI Map Viewer - Backend

  • Backend workflows for SatVision's real-time satellite image and land cover segmentation renderer.
  • Deploys the novel patchify-process-reconstruct approach to run DL-driven segmentation inference in real-time.
  • Flask REST API endpoints callable by cross-platform frontend frameworks; Implementation tested with Mapbox.

High-level Organization of the API

  • API endpoint definitions are contained in api.
  • Corresponding tests are packaged in api-tests.
  • fetcher packages callables to fetch real-time satellite data from Sentinel-Hub.
    • API tokens for Sentinel-Hub will need renewal.
    • Session management wrappers are defined as callables for token-based OAuth with Sentinel-Hub (specific details here).
  • Utilities and patch-wise processing workflows are also defined as API endpoints, for allowing tailored image processing workflows.