https://github.com/rainyear/imagecolortheme

Extract Color Themes from Images
https://github.com/rainyear/imagecolortheme

Last synced: about 23 hours ago
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Extract Color Themes from Images

• Host: GitHub
• URL: https://github.com/rainyear/imagecolortheme
• Owner: rainyear
• License: mit
• Created: 2015-11-17T07:53:51.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2022-11-18T03:06:54.000Z (about 2 years ago)
• Last Synced: 2024-12-17T12:06:15.166Z (8 days ago)
• Language: Python
• Size: 834 KB
• Stars: 323
• Watchers: 8
• Forks: 36
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
ImageColorTheme

---

[Extract Color Themes from Images](http://blog.rainy.im/2015/11/25/extract-color-themes-from-images/)

### `pixData`

```py

import numpy as np

pixData = np.array([[R, G, B], [R, G, B],...], dtype=np.uint8)

print(pixData.shape)

# (h, w, d)

```

### MMCQ

```py

from ict.MMCQ import MMCQ

mmcq = MMCQ(pixData, maxColor)

theme= mmcq.quantize()

```

### k-means

```py

from ict.KMeans import KMeans

km = KMeans(pixData, maxColor)

theme = km.quantize()

```

### Results

![](imgs/mmcq_vs_kmeans.png)