2 papers
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.CV2024
Hot-Distance: Combining One-Hot and Signed Distance Embeddings for Segmentation
Marwan Zouinkhi, Jeff L. Rhoades, Aubrey V. Weigel
Machine learning models are only as good as the data to which they are fit. As such, it is always preferable to use as much data as possible in training models. What data can be us…