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Gut Analysis Toolbox or GAT allows the semi-automated analysis of the cells within the enteric nervous system of the gastrointestinal tract in **2D**. GAT enables quantification of enteric neurons and their subtypes in **gut wholemounts**. It can run in FIJI or QuPath, popular image analysis softwares in microscopy and uses deep learning models to segment cells of interest.