Detail

3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization

James, Jim; Pruyne, Nathan; Stan, Tiberiu; Schwarting, Marcus; Yeom, Jiwon; Hong, Seungbum; Voorhees, Peter; Blaiszik, Ben; Foster, Ian

Organizations

MDF Open

Year

2022

Source Name

3d_cnn_dendrites

License

CC-BY 4.0

Contacts

meschw04@uchicago.edu

DOI

10.18126/cxf3-hrum View on Datacite
X-ray computed tomography reconstructions showing the dendritic growth of an Al-Zn alloy across time steps. Folders beginning with "c-" contain image volumes, while other folders contain manually segmented images used for training 3D convolutional neural networks. These networks are used to segment dendrites across all published image volumes.