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Added New Module for Image Segmentation

Open ataata107 opened this issue 5 years ago • 3 comments

Concerns #694

I have tried to add a new module which basically segments the image into n number of clusters based on k-Means Algorithm. I am still trying to increase the overall accuracy and performance of this module. This technique can be used for image segmentation rather than already present deep learning methods for faster performance.

More about this module can be found on https://towardsdatascience.com/introduction-to-image-segmentation-with-k-means-clustering-83fd0a9e2fc3

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  • [X] tests pass -- look for a green checkbox ✔️ a few minutes after opening your PR -- or run tests locally with npm test
  • [X] code is in uniquely-named feature branch and has no merge conflicts
  • [X] PR is descriptively titled
  • [X] ask @publiclab/is-reviewers for help, in a comment below
  • [X] Insert-step functionality is working correct as expected.

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We're happy to help you get this ready -- don't be afraid to ask for help, and don't be discouraged if your tests fail at first!

If tests do fail, click on the red X to learn why by reading the logs.

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ataata107 avatar Jan 07 '20 22:01 ataata107

@publiclab/is-reviewers

Will refactor after your reviews

ataata107 avatar Jan 07 '20 22:01 ataata107

Codecov Report

Merging #1442 into main will increase coverage by 10.09%. The diff coverage is 63.17%.

Impacted file tree graph

@@             Coverage Diff             @@
##             main    #1442       +/-   ##
===========================================
+ Coverage   55.11%   65.21%   +10.09%     
===========================================
  Files         117      134       +17     
  Lines        2344     2757      +413     
  Branches      360      439       +79     
===========================================
+ Hits         1292     1798      +506     
+ Misses       1052      959       -93     
Impacted Files Coverage Δ
examples/lib/scopeQuery.js 18.51% <ø> (ø)
src/Modules.js 100.00% <ø> (ø)
src/modules/WebglDistort/Module.js 2.29% <0.00%> (ø)
src/ui/SetInputStep.js 12.90% <0.00%> (-1.39%) :arrow_down:
src/modules/ColorHalftone/Module.js 3.63% <3.63%> (ø)
examples/lib/defaultHtmlStepUi.js 11.35% <4.08%> (-0.85%) :arrow_down:
examples/lib/intermediateHtmlStepUi.js 11.11% <5.55%> (+0.94%) :arrow_up:
examples/lib/insertPreview.js 13.15% <20.00%> (-0.36%) :arrow_down:
src/util/getImageDimensions.js 20.00% <20.00%> (ø)
src/util/isGif.js 20.00% <20.00%> (ø)
... and 104 more

codecov[bot] avatar Jan 07 '20 22:01 codecov[bot]

gitpod-io[bot] avatar Jul 07 '20 19:07 gitpod-io[bot]