Detail

BraggNN: fast X-ray Bragg peak analysis using deep learning

kj.schmidt913_gmail/BraggNN_SN
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Zhengchun Liu; Nikil Ravi; Pranshu Chaturvedi; Asad Khan; E.A. Huerta; Aristana Scourtas; KJ Schmidt; Ryan Chard; Ben Blaiszik; Zhengchun Liu; Nikil Ravi; Pranshu Chaturvedi; Asad Khan; E.A. Huerta; Aristana Scourtas; KJ Schmidt; Ryan Chard; Ben Blaiszik
Python static method

Input

Image map
Type: ndarray
Shape: ['11', '11']

Output

list of Bragg peak positions
Type: ndarray
Shape: ['1', '2']

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('kj.schmidt913_gmail/BraggNN_SN', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('kj.schmidt913_gmail/BraggNN_SN')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation