sih-22-kyogre / satvision_mapviewer-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.

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.

satvision_mapviewer-backend's Issues

UI only has street view

Hi,
The EuroSAT dataset uses satellite images from the Sentinel-2 satellite. The 4 classification models have also been trained on the same. Could someone please change the UI to have a satellite view?