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Plant-height models are not calibrated against ground truth #5

@ATemova

Description

@ATemova

Both plant-height estimators (Model 1 - Colour, Model 2 - Edge) return uncalibrated estimates and often disagree on the same photo.

Limitations:

  • Neither model is validated against real measured heights.
  • Accuracy depends heavily on photo conditions: plain background, the full pot visible, and the pot actually being the 9 cm reference.
  • The Edge model is especially sensitive to textured/cluttered backgrounds.

Possible improvement: validate against a set of photos with known heights and calibrate the pixels-per-cm scaling, or add a configurable reference.

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