Detail

DefectTrack: multi-object tracking algorithm for quantitative defect analysis of in-situ TEM videos in real-time

jwei74_wisc/DefectTrack_in_situ_TEM_videos
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Rajat Sainju; Wei-Ying Chen; Samuel Schaefer; Qian Yang; Caiwen Ding; Meimei Li; Yuanyuan Zhu
Python static method
general materials science microscopy

Input

8-bit image array list and OPTIONAL hyperparameters
Type: dict

Output

panda dataframe containing info of detected defects in each frame.
Type: python object

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('jwei74_wisc/DefectTrack_in_situ_TEM_videos', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('jwei74_wisc/DefectTrack_in_situ_TEM_videos')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation