Closed coolya closed 7 years ago
When I sample the same image multiple times I get very different results:
Something like:
let c1 = image.dominantColors() let c2 = image.dominantColors() let c3 = image.dominantColors() print(c1) print(c2) print(c3)
Results in quite different colors:
[NSCustomColorSpace Device RGB colorspace 0.601163 0.451928 0.29805 1, NSCustomColorSpace Device RGB colorspace 0.167657 0.346547 0.366693 1, NSCustomColorSpace Device RGB colorspace 0.932639 0.899493 0.844565 1, NSCustomColorSpace Device RGB colorspace 0.300963 0.190313 0.13295 1, NSCustomColorSpace Device RGB colorspace 0.209064 0.370543 0.368402 1, NSCustomColorSpace Device RGB colorspace 0.959817 0.783332 0.505265 1, NSCustomColorSpace Device RGB colorspace 0.866478 0.734177 0.559615 1, NSCustomColorSpace Device RGB colorspace 0.80283 0.586079 0.331463 1, NSCustomColorSpace Device RGB colorspace 0.145703 0.320739 0.346772 1, NSCustomColorSpace Device RGB colorspace 0.221972 0.415689 0.443135 1, NSCustomColorSpace Device RGB colorspace 0.737809 0.513082 0.260469 1, NSCustomColorSpace Device RGB colorspace 0.281155 0.455335 0.465255 1, NSCustomColorSpace Device RGB colorspace 0.221931 0.405273 0.408174 1, NSCustomColorSpace Device RGB colorspace 0.21869 0.409611 0.429996 1, NSCustomColorSpace Device RGB colorspace 0.234584 0.400131 0.392035 1, NSCustomColorSpace Device RGB colorspace 0.21333 0.391863 0.38884 1] [NSCustomColorSpace Device RGB colorspace 0.179195 0.35601 0.368129 1, NSCustomColorSpace Device RGB colorspace 0.221092 0.394226 0.392182 1, NSCustomColorSpace Device RGB colorspace 0.731796 0.527369 0.303106 1, NSCustomColorSpace Device RGB colorspace 0.900029 0.709735 0.447639 1, NSCustomColorSpace Device RGB colorspace 0.899187 0.828078 0.731685 1, NSCustomColorSpace Device RGB colorspace 0.981269 0.937817 0.851738 1, NSCustomColorSpace Device RGB colorspace 0.563752 0.426373 0.29075 1, NSCustomColorSpace Device RGB colorspace 0.380421 0.251262 0.160972 1, NSCustomColorSpace Device RGB colorspace 0.144352 0.32968 0.356929 1, NSCustomColorSpace Device RGB colorspace 0.243707 0.430158 0.451196 1, NSCustomColorSpace Device RGB colorspace 0.587503 0.488635 0.360218 1, NSCustomColorSpace Device RGB colorspace 0.159995 0.325696 0.34995 1, NSCustomColorSpace Device RGB colorspace 0.2791 0.162244 0.11213 1, NSCustomColorSpace Device RGB colorspace 0.215359 0.141883 0.117462 1, NSCustomColorSpace Device RGB colorspace 0.21733 0.40994 0.436859 1, NSCustomColorSpace Device RGB colorspace 0.141187 0.325496 0.352944 1] [NSCustomColorSpace Device RGB colorspace 0.220951 0.405691 0.415336 1, NSCustomColorSpace Device RGB colorspace 0.169029 0.349393 0.370444 1, NSCustomColorSpace Device RGB colorspace 0.927746 0.764487 0.524068 1, NSCustomColorSpace Device RGB colorspace 0.938916 0.901397 0.843266 1, NSCustomColorSpace Device RGB colorspace 0.162621 0.338714 0.355336 1, NSCustomColorSpace Device RGB colorspace 0.289514 0.169255 0.111449 1, NSCustomColorSpace Device RGB colorspace 0.530895 0.42339 0.305094 1, NSCustomColorSpace Device RGB colorspace 0.645131 0.485872 0.323021 1, NSCustomColorSpace Device RGB colorspace 0.725126 0.511703 0.278788 1, NSCustomColorSpace Device RGB colorspace 0.812128 0.594165 0.335176 1, NSCustomColorSpace Device RGB colorspace 0.198869 0.375221 0.376283 1, NSCustomColorSpace Device RGB colorspace 0.260764 0.208588 0.180555 1, NSCustomColorSpace Device RGB colorspace 0.412618 0.265703 0.16161 1, NSCustomColorSpace Device RGB colorspace 0.51031 0.32944 0.17197 1, NSCustomColorSpace Device RGB colorspace 0.583589 0.607618 0.549271 1, NSCustomColorSpace Device RGB colorspace 0.289885 0.460979 0.465333 1]
This is expected, there is randomization involved in k-means clustering. See here: https://github.com/indragiek/DominantColor/blob/master/DominantColor/Shared/KMeans.swift#L41
When I sample the same image multiple times I get very different results:
Something like:
Results in quite different colors: