Detail

Dendrite Segmentation Tomography UNet Model

npruyne_globusid/dendrite_tomography_unet
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Tiberiu Stan; Zachary T. Thompson; Peter W. Voorhees; Joshua Pritz

A deep learning model, based on UNet, to detect dendrites in an X-ray tomography image

Python static method
materials science

Input

List of numpy arrays for image files
Type: list

Output

List of numpy arrays of completed segmentations
Type: list

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('npruyne_globusid/dendrite_tomography_unet', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('npruyne_globusid/dendrite_tomography_unet')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation