How to check if an RGB image contains only one color?

2024/4/15 2:22:46

I'm using Python and PIL.

I have images in RGB and I would like to know those who contain only one color (say #FF0000 for example) or a few very close colors (#FF0000 and #FF0001).

I was thinking about using the histogram but it is very hard to figure out something with the 3 color bands, so I'm looking for a more clever algorithm.

Any ideas?

ImageStat module is THE answer! Thanks Aaron. I use ImageStat.var to get the variance and it works perfectly.

Here is my piece of code:

from PIL import Image, ImageStatMONOCHROMATIC_MAX_VARIANCE = 0.005def is_monochromatic_image(src):v = ImageStat.Stat(Image.open(src)).varreturn reduce(lambda x, y: x and y < MONOCHROMATIC_MAX_VARIANCE, v, True)
Answer

Try the ImageStat module. If the values returned by extrema are the same, you have only a single color in the image.

https://en.xdnf.cn/q/72999.html

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