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color_cloth gets the main colors and its proportions from a cloth image ignoring the background, it uses the EM algorithm from OpenCV library, the algorithm needs an image with an item in the center of the picture.

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taniaReyesM/color_cloth

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color_cloth

color_cloth gets the main colors and its proportions from a cloth image, it assumes that the item is in the center of the image.

Prerequisites

  • numpy: pip install numpy
  • openCV: pip install opencv

e.g.

Image clustering with GMM...
$ python color_cloth.py <path/to/image>

Some examples...
$ python color_cloth.py images/29.jpg

Estampado

$ python color_cloth.py images/8.jpg sombra

$ python color_cloth.py images/azul.jpg prenda lisa

About

color_cloth gets the main colors and its proportions from a cloth image ignoring the background, it uses the EM algorithm from OpenCV library, the algorithm needs an image with an item in the center of the picture.

Topics

python image fashion clustering gmm em cloth-image

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