Search Results for author: Gaël de Lannoy

Found 2 papers, 0 papers with code

A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development

no code implementations9 Mar 2021 Tanguy Naets, Maarten Huijsmans, Paul Smyth, Laurent Sorber, Gaël de Lannoy

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.

Single Particle Analysis

Deep Learning to Detect Bacterial Colonies for the Production of Vaccines

no code implementations2 Sep 2020 Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee

During the development of vaccines, bacterial colony forming units (CFUs) are counted in order to quantify the yield in the fermentation process.

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