This web app loads an image and then creates two color wheels, one based on the modern Red-Green-Blue (RGB) system and the other on the traditional Red-Yellow-Blue (RYB) system. They are shown with 24 color bins each, as opposed to the usual 12 colors. The relative size of the pie-slices for each of the hues in the image reflects the portion of the image with that hue.
This web app is intended to be better than just eye-balling an image and guessing the appropriate color harmony (shown in the right hand side column).
Some parts of images can be tricky, because our brains interpret some things using prior knowledge. For instance, parts of the dark green foliage actually have yellow hues, as seen in the next screenshot. (Other images can be worse, with solid yellow and even orange hues for dingy foliage.) Also, the hues for flesh tones for people are always orange, while our brains think of them as basically neutral colors —- the desaturation slider is of no use!
Saving
Want to save your analysis? Either make a screenshot or press the save button.
Development of the Color Wheel(s)
Wikipedia has a great page https://en.wikipedia.org/wiki/Color_wheel on the evolution of the Red-Yellow-Blue (RYB) color wheel, starting with Sir Isaac Newton in 1704. The purpose was to make sense of both the mixing of paints to reproduce colors and the order of the colors in the rainbow. The color harmonies organize and make sense of the use of colors in paintings and photographs.
Selecting a Color Palette from a Color Wheel (for designers)
A related app from Adobe for selecting a color palette from a color wheel (using harmonies) or from an image is
https://color.adobe.com/create/color-wheel
You don’t have to log in to Adobe to get most of the features.