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Architecture

How MarsRecon is put together, from the dataset wrappers up to the training pipeline.

  • Overview — the system at one screen, with the full source-tree map.
  • Dataset layerMarsHiRISEBase, RDR, DTM, the spatial index.
  • Sampler — strip-aware patch sampling and geographic splits.
  • DepthFM pipeline — flow-matching training end-to-end.
  • MarsCLIP — tri-modal contrastive model.
  • Coordinate system — IAU 2000 Mars geographic CRS conventions.