Amazeng · Live model demo
Raw-milk composition from NIR
Pick a real milk spectrum from the held-out test weeks, then disturb the instrument and watch the milk-nir-composition model react. Runs in your browser with the same math as the ONNX file.
Real spectra from test weeks 7–8, sorted by fat.
No effect: SNV normalisation removes it.
Extra noise on top of the real instrument’s. Protein drifts from about 0.02%.
A slightly different spectrometer. Even 0.1 px breaks it, which is why every new sensor needs recalibration.