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mashiro's Introduction

mashiro

Using k-means cluster algorithm to computing the dominant colors of given image.

Use as library

  • Copy all .cpp and .h files except main.cpp to your project.

  • include mashiro.h

  • Init class mashiro with an instance of cv::Mat

      Mat image = imread("/PATH/TO/AN/IMAGE");
      mashiro mashiro(image);
    
  • Call color function

      mashiro.color(3, [](cv::Mat& image, Cluster colors){
          for_each(colors.cbegin(), colors.cend(), [](const MashiroColor& color){
              cout<<"("
                  <<color[0]<<", "
                  <<color[1]<<", "
                  <<color[2]<<")"
              <<endl;
          });
      });
    

    The first parameter is the k in K-means cluster algorithm

    The second parameter is a callback function, which gives the reference of the input image and clustered colors.

Use as program

Just compile and install it with

$ make && make install
$ mashiro
Usage:
	-i [image file] -c [number of color to cluster]
	-h Print this help

Notice,

In Makefile, LIB and INCLUDE might need to be changed to give correct path to OpenCV.

Example

mashiro -i cover.jpg -c 3

If everything is fine, you'll see

Screenshot

Link

My blog post

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