Fig. 1: Illustration on the concept of CNN models for predicting biofilm thickness.
From: Precise biofilm thickness prediction in SWRO desalination from planar camera images by DNN models
Membrane surface image was taken as the input, while the output was fouling classification for the first CNN model and biofilm thickness for the second model. Illustration prepared by Thom Leach, scientific illustrator at KAUST.
