https://github.com/divy9881/prominent-colors-detector

A engine which detects prominent colors from the image.
https://github.com/divy9881/prominent-colors-detector

Last synced: 8 days ago
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A engine which detects prominent colors from the image.

• Host: GitHub
• URL: https://github.com/divy9881/prominent-colors-detector
• Owner: divy9881
• License: mit
• Created: 2020-07-15T10:28:54.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-07-17T08:21:18.000Z (over 4 years ago)
• Last Synced: 2024-10-13T17:47:15.794Z (about 1 month ago)
• Language: Jupyter Notebook
• Size: 397 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# prominent-colors-detector

![PyPI - Downloads](https://img.shields.io/pypi/dm/image-pcd) 


A engine which detects prominent colors from the image.

## Install Python Package

```

pip install image-pcd

```

## Usage

```python

from pcd import ImageProminentColor

from sklearn.cluster import KMeans

image_color = ImageProminentColor("")

prominent_colors = image_color.get_prominent_colors(KMeans, 3)

```

The above code-snippet gives you top 3 prominent colors in RGB form sorted in decreasing order of prominence from the image.

```python

image_color.get_image_plot("")

image_color.get_color_plot("")

```

The above code-snippet allows you to save the images of plots of the prominent color and image original colors in 3D-space with RGB components as axis.

## Samples (For top-3 Prominent Colors)

| Sample Image | Prominent Colors | Prominent Colors Plot | Image Colors Plot |

| ------------ | ---------------- | -------------------- | ---------------- |

| ![colorful](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/colorful.jpg) | ![#215d1d](https://via.placeholder.com/15/215d1d/000000?text=+) `#215d1d` 
 ![#97244a](https://via.placeholder.com/15/97244a/000000?text=+) `#97244a` 
 ![#1d8197](https://via.placeholder.com/15/1d8197/000000?text=+) `#1d8197` | ![colorful_color](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/colorful_color.png) | ![colorful_image](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/colorful_image.png) |

| ![php](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/php.png) | ![#7579b0](https://via.placeholder.com/15/7579b0/000000?text=+) `#7579b0` 
 ![#fdfdfe](https://via.placeholder.com/15/fdfdfe/000000?text=+) `#fdfdfe` 
 ![#010101](https://via.placeholder.com/15/010101/000000?text=+) `#010101` | ![php_color](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/php_color.png) | ![php_image](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/php_image.png) |

| ![nodejs](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/nodejs.png) | ![#fefefe](https://via.placeholder.com/15/fefefe/000000?text=+)`#fefefe` 
 ![#323232](https://via.placeholder.com/15/323232/000000?text=+) `#323232` 
 ![#67a15d](https://via.placeholder.com/15/67a15d/000000?text=+) `#67a15d`  | ![nodejs_color](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/nodejs_color.png) | ![nodejs_image](https://raw.githubusercontent.com/divy9881/prominent-colors-detector/master/images/nodejs_image.png) |