Group 2: Challenge: Task 3 - Detect defects in electron microscopy images
Group 2: Challenge: Task 3 - Detect defects in electron microscopy images
Challenge 3 surrounds the detection of defects in electron microscopy image. Given 48x48 pixel images, the group was tasked with identifying defects in the image based on imperfect C6 rings. The group was given a set of ’perfect’ patches and a set of ’defect’ patches, Figure 1, and told to measure success with the appropriate metric(s).
AI3SD, Machine Learning, Summer School
University of Southampton
Urquhart, Ross J.
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Woodley, Chris
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Karoni, Katerina
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Elsner, Jan
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York, Daniel
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Frey, Jeremy G.
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Niranjan, Mahesan
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Kanza, Samantha
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15 July 2022
Urquhart, Ross J.
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Woodley, Chris
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Karoni, Katerina
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Elsner, Jan
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York, Daniel
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Frey, Jeremy G.
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Niranjan, Mahesan
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Kanza, Samantha
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Urquhart, Ross J., Woodley, Chris, Karoni, Katerina, Elsner, Jan and York, Daniel
,
Frey, Jeremy G., Niranjan, Mahesan and Kanza, Samantha
(eds.)
(2022)
Group 2: Challenge: Task 3 - Detect defects in electron microscopy images
(AI4SD-Machine-Learning-Summer-School, 2)
University of Southampton
14pp.
(doi:10.5258/SOTON/AI3SD0245).
Record type:
Monograph
(Project Report)
Abstract
Challenge 3 surrounds the detection of defects in electron microscopy image. Given 48x48 pixel images, the group was tasked with identifying defects in the image based on imperfect C6 rings. The group was given a set of ’perfect’ patches and a set of ’defect’ patches, Figure 1, and told to measure success with the appropriate metric(s).
Text
MLSummerSchoolReport_Group2
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More information
Published date: 15 July 2022
Venue - Dates:
AI4SD Machine Learning Summer School, University of Southampton, Southampton, United Kingdom, 2022-06-20 - 2022-06-24
Keywords:
AI3SD, Machine Learning, Summer School
Identifiers
Local EPrints ID: 470689
URI: http://eprints.soton.ac.uk/id/eprint/470689
PURE UUID: 200bd6b7-3b46-46b1-999b-500e5533ad9a
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Date deposited: 18 Oct 2022 16:34
Last modified: 17 Mar 2024 03:52
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Contributors
Author:
Ross J. Urquhart
Author:
Chris Woodley
Author:
Katerina Karoni
Author:
Jan Elsner
Author:
Daniel York
Editor:
Mahesan Niranjan
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