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[Preprint]. 2023 Apr 6:2023.03.27.534286. [Version 2] doi: 10.1101/2023.03.27.534286

Table 2:

Overview of mother-machine image analysis tools.

Software Implementation Segmentation Deep learning support
BACMMAN [14] / DistNet [39] ImageJ plugin 2D
DeLTA [11,36] Python package 2D
napari-MM3 [31], this work napari plug-in 2D
SAM [35] MATLAB 2D
MMHelper [13] ImageJ plugin 2D
MolySo [12] Python package 1D
MoMa [37] ImageJ plugin 1D

A comparison of several published imaging methods. ‘2D’ or ‘1D’ segmentation indicates whether the cells are labeled in an image and analyzed in two dimensions, or projected onto a vertical axis and analyzed in one dimension. Several tools support the use of deep learning (as compared to classical computer vision techniques, such as Otsu’s method).