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Add GLCM / Haralick attributes#99

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leocd91 wants to merge 16 commits intoagilescientific:developfrom
leocd91:develop
Open

Add GLCM / Haralick attributes#99
leocd91 wants to merge 16 commits intoagilescientific:developfrom
leocd91:develop

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@leocd91
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@leocd91 leocd91 commented Apr 24, 2022

added GLCM attributes,

using different method of calculation :

  1. Skimage GLCM (default)
  2. Fast GLCM (https://github.com/tzm030329/GLCM)

with statistical features :

  1. Contrast
  2. dissimilarity
  3. homogeneity
  4. ASM
  5. Energy

Simple notebook tutorial on this also added.

update needed package to the requirements.txt :
scikit-image>=0.16.2 [NEW!]
tqdm>=4.47.0
numpy>=1.19.5
scipy>=1.5.0

update image patching & merging to util.py.

@gavargas22
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This is sweet! thanks!

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2 participants