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cs.CV2024
DaCapo: a modular deep learning framework for scalable 3D image segmentation
William Patton, Jeff L. Rhoades, Marwan Zouinkhi +9
DaCapo is a specialized deep learning library tailored to expedite the training and application of existing machine learning approaches on large, near-isotropic image data. In this…
cs.CV2022★ 1 cited
Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages
Peter Hirsch, Caroline Malin-Mayor, Anthony Santella +3
Tracking all nuclei of an embryo in noisy and dense fluorescence microscopy data is a challenging task. We build upon a recent method for nuclei tracking that combines weakly-super…