Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning

1 code implementation • 14 Feb 2024 • Sina Borzooei, Leonardo Scabini, Gisele Miranda, Saba Daneshgar, Lukas Deblieck, Piet De Langhe, Odemir Bruno, Bernard De Baets, Ingmar Nopens, Elena Torfs

Activated sludge settling characteristics, for example, are affected by microbial community composition, varying by changes in operating conditions and influent characteristics of wastewater treatment plants (WWTPs).

Data Augmentation Transfer Learning