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ViMag

ViMag: A Visual Vibration Analysis Toolbox - Published in JOSS (2023)

https://github.com/rlado/vimag

Science Score: 98.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README and JOSS metadata
  • ✓
    Academic publication links
    Links to: joss.theoj.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ✓
    JOSS paper metadata
    Published in Journal of Open Source Software

Keywords

condition-monitoring deep-learning modal-analysis motion-magnification structural-health-monitoring

Keywords from Contributors

mesh
Last synced: 4 months ago · JSON representation ·

Repository

ViMag: A Visual Vibration Toolbox

Basic Info
  • Host: GitHub
  • Owner: RLado
  • License: mit
  • Language: JavaScript
  • Default Branch: master
  • Homepage:
  • Size: 10.3 MB
Statistics
  • Stars: 13
  • Watchers: 2
  • Forks: 1
  • Open Issues: 0
  • Releases: 2
Topics
condition-monitoring deep-learning modal-analysis motion-magnification structural-health-monitoring
Created over 3 years ago · Last pushed 12 months ago
Metadata Files
Readme Contributing License Citation

README.md

Logo: A tuning fork with an eye ViMag: A Visual Vibration Toolbox

Vision-based damage detection techniques can reduce sensor deployment costs while providing accurate, useful, and full-field readings of structural behaviour. Our work presents a video processing methodology based on STB-VMM implemented in a software toolbox that allows the processing of video data to obtain vibrational signatures of complex structures. Our tests have demonstrated that this technique enables the identification of very light structural damage in a controlled lab environment. This vision-based technique may not be as precise as other contact-based or laser methods, but on the other hand, it offers an easy-to-use, effective, full-field tool for structural health monitoring at a fraction of the cost.

Features

  • Apply state-of-the-art video motion magnification
  • Select multiple video areas for displacement monitoring
  • Obtain discrete displacement-over-time signals of selected areas
  • Compute the frequency response of displacement-over-time signals
  • Export the results in .csv for further processing

Download the latest release

Use instructions & documentation can be found in the wiki

Screenshots

Do you want to contribute to this project? Check out our contributing guidelines.

Owner

  • Name: Ricard Lado
  • Login: RLado
  • Kind: user
  • Location: Barcelona
  • Company: Universitat Ramon Llull (IQS School of Engineering)

PhD Candidate. I love Linux and all things open source.

JOSS Publication

ViMag: A Visual Vibration Analysis Toolbox
Published
July 31, 2023
DOI
Volume 8, Issue 87, Page 5491
Authors
Ricard Lado-Roigé ORCID
IQS School of Engineering, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
Marco A. Pérez ORCID
IQS School of Engineering, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
Editor
Kevin M. Moerman ORCID
Tags
deep-learning modal analysis condition monitoring structural health monitoring motion magnification
View PDF Review Thread Software Archive

Citation (CITATION.cff) 

cff-version: "1.2.0"
authors:
- family-names: Lado-Roigé
  given-names: Ricard
  orcid: "https://orcid.org/0000-0002-6421-7351"
- family-names: Pérez
  given-names: Marco A.
  orcid: "https://orcid.org/0000-0003-4140-1823"
contact:
- family-names: Pérez
  given-names: Marco A.
  orcid: "https://orcid.org/0000-0003-4140-1823"
doi: 10.5281/zenodo.8199675
message: If you use this software, please cite our article in the
  Journal of Open Source Software.
preferred-citation:
  authors:
  - family-names: Lado-Roigé
    given-names: Ricard
    orcid: "https://orcid.org/0000-0002-6421-7351"
  - family-names: Pérez
    given-names: Marco A.
    orcid: "https://orcid.org/0000-0003-4140-1823"
  date-published: 2023-07-31
  doi: 10.21105/joss.05491
  issn: 2475-9066
  issue: 87
  journal: Journal of Open Source Software
  publisher:
    name: Open Journals
  start: 5491
  title: "ViMag: A Visual Vibration Analysis Toolbox"
  type: article
  url: "https://joss.theoj.org/papers/10.21105/joss.05491"
  volume: 8
title: "ViMag: A Visual Vibration Analysis Toolbox"

GitHub Events

Total
  • Watch event: 3
  • Delete event: 1
Last Year
  • Watch event: 3
  • Delete event: 1

Committers

Last synced: 5 months ago

All Time
  • Total Commits: 43
  • Total Committers: 2
  • Avg Commits per committer: 21.5
  • Development Distribution Score (DDS): 0.163
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Ricard Lado r****o@h****m 36
dependabot[bot] 4****] 7

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 1
  • Total pull requests: 9
  • Average time to close issues: less than a minute
  • Average time to close pull requests: 2 minutes
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 2.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 7
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • RLado (1)
Pull Request Authors
  • dependabot[bot] (7)
  • RLado (2)
Top Labels
Issue Labels
Pull Request Labels
dependencies (7)

Dependencies

package-lock.json npm
  • 478 dependencies
package.json npm
  • @electron-forge/cli ^6.0.0 development
  • @electron-forge/maker-flatpak ^6.0.0 development
  • @electron-forge/maker-squirrel ^6.0.0 development
  • @electron-forge/maker-zip ^6.0.0 development
  • electron ^v21.3.0 development
  • chart.js ^3.8.0
  • csvtojson ^2.0.10
  • dialogs git://github.com/RLado/dialogs_js.git
  • fs-extra ^10.1.0
  • python-shell ^3.0.1
python/requirements.txt pypi
  • opencv-python ==4.6.0.66