3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 3 cited
A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development
Tanguy Naets, Maarten Huijsmans, Paul Smyth +2
We present an application of the well-known Mask R-CNN approach to the counting of different types of bacterial colony forming units that were cultured in Petri dishes. Our model w…
cs.CV2020
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines
Thomas Beznik, Paul Smyth, Gaël de Lannoy +1
During the development of vaccines, bacterial colony forming units (CFUs) are counted in order to quantify the yield in the fermentation process. This manual task is time-consuming…