: Mathematical approach to color schemes I am trying to implement a program that will classify the color scheme of the image based on the dominant colors. Example: I am using machine learning

Posted in: #Color #ColorTheory #ImageProcessing

I am trying to implement a program that will classify the color scheme of the image based on the dominant colors. Example:

I am using machine learning tools but I wonder whether there is a mathematical approach to this problem. E.g. if the angle between the hues of two colors is between alpha and beta than it is a complementary scheme. I could not find any information on this topic. Any help would be very much appreciated.

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@Karen819

This is like coding basis right? A mathematical if clause like that in a program. I have focused on graphic design but have little background on software coding so I just give my combined know how for this. Forgive me if i might mislead you but I just give you some base point to start from. Just try it if it can help you.

Since you are getting the colors in flat files or jpegs. It is better to get the figures from hexadecimical colors. If a sampled color is less than or equal; it should give the value of a specific hexadecimal value of a color. The shades will follow. then narrow it down by selecting the colors you want to retain. Try to see the function of the Vector Magic program to see what I ment.

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@Goswami567

You can refer to the paper "Modeling How People Extract Color Themes from Images". It studies how to extract color themes from images automatically by mediating human's way to do it. The implementation can be found in github.com/sharondl/color-themes.

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: Mathematical approach to color schemes I am trying to implement a program that will classify the color scheme of the image based on the dominant colors. Example: I am using machine learning

More posts by @Frith110

: Get a clear solid colour in print I design catalogues. Some colours of my pallete used for small size fonts being printed look somehow dirty and not really solid & crisp (especially on

: Fill many small gaps in Inkscape I traced a bitmap and after some tweaks I have what you can see in the image below (it's a detail of the whole canvas). As you can see some small gaps

: Removing the background from product photos How do you remove the background from a product photo? I'm trying to find a faster and cleaner way to remove the background from my product photos.

: Changing units for margin sizes on Ctrl/Command tool This the tool that shows how big are a certain element margins related to the canvas (pressing command or ctrl). I want to change the units

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