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Group 16: Challenge: Task 3 - Detect defects in electron microscopy images

Group 16: Challenge: Task 3 - Detect defects in electron microscopy images
Group 16: Challenge: Task 3 - Detect defects in electron microscopy images
Our task is to design a model automatically detect defection in several graphene Sheets.From 256*256 whole graphene sheet, 48*48 subset patches are generated, see figure1. 32 patches of defected cases and 2279 patches of non-defected cases with ground truth information are provided. The defected patches are labelled as 1 and the non-detected ones are labelled as 0.
AI3SD, Machine Learning, Summer School
8
University of Southampton
Guo, Xuerui
c44a6885-0173-4475-a2a8-6286273524c8
Ma, Zien
715a01d0-44ed-49d4-9edd-9d2a8e3c14d4
Pal, Jayanta Kumar
d77e5f3f-12c4-4733-aed2-ce4321c0d762
Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f
Niranjan, Mahesan
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Kanza, Samantha
b73bcf34-3ff8-4691-bd09-aa657dcff420
Guo, Xuerui
c44a6885-0173-4475-a2a8-6286273524c8
Ma, Zien
715a01d0-44ed-49d4-9edd-9d2a8e3c14d4
Pal, Jayanta Kumar
d77e5f3f-12c4-4733-aed2-ce4321c0d762
Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f
Niranjan, Mahesan
5cbaeea8-7288-4b55-a89c-c43d212ddd4f
Kanza, Samantha
b73bcf34-3ff8-4691-bd09-aa657dcff420

Guo, Xuerui, Ma, Zien and Pal, Jayanta Kumar , Frey, Jeremy G., Niranjan, Mahesan and Kanza, Samantha (eds.) (2022) Group 16: Challenge: Task 3 - Detect defects in electron microscopy images (AI4SD-Machine-Learning-Summer-School, 8) University of Southampton 10pp. (doi:10.5258/SOTON/AI3SD0251).

Record type: Monograph (Project Report)

Abstract

Our task is to design a model automatically detect defection in several graphene Sheets.From 256*256 whole graphene sheet, 48*48 subset patches are generated, see figure1. 32 patches of defected cases and 2279 patches of non-defected cases with ground truth information are provided. The defected patches are labelled as 1 and the non-detected ones are labelled as 0.

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Published date: 8 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
Learn more about Vision, Learning and Control research Learn more about Institute for Life Sciences research

Identifiers

Local EPrints ID: 470690
URI: http://eprints.soton.ac.uk/id/eprint/470690
DOI: doi:10.5258/SOTON/AI3SD0251
PURE UUID: da738993-6754-43df-bb1e-11a6184b2861
ORCID for Jeremy G. Frey: ORCID iD orcid.org/0000-0003-0842-4302
ORCID for Mahesan Niranjan: ORCID iD orcid.org/0000-0001-7021-140X
ORCID for Samantha Kanza: ORCID iD orcid.org/0000-0002-4831-9489

Catalogue record

Date deposited: 18 Oct 2022 16:36
Last modified: 17 Mar 2024 03:52

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Contributors

Author: Xuerui Guo
Author: Zien Ma
Author: Jayanta Kumar Pal
Editor: Jeremy G. Frey ORCID iD
Editor: Mahesan Niranjan ORCID iD
Editor: Samantha Kanza ORCID iD

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