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Machine learning that sees.

Working demos in computer vision and Earth observation: models trained on real data, scored against the products people already use.

Demos

25 October 2026

Fen Crop Monitor

Crop type, winter cover and crop condition for 3,117 Fenland fields from free Sentinel-2 imagery, scored against Defra's own crop map on Rural Payments Agency inspection points.

  • Sentinel-2
  • PSE-LTAE transformer
  • Lincolnshire Fens