In this tutorial I will show you how to extract list of color from an image using python program.
PYTHON CODE:
import numpy as np import matplotlib.pyplot as plt from sklearn.cluster import KMeans from PIL import Image image = Image.open('mobile.jpg') image_np = np.array(image) w, h, d = image_np.shape pixels = image_np.reshape(-1, 3) n_colors = 10 kmeans = KMeans(n_clusters=n_colors, random_state=42, n_init=10) kmeans.fit(pixels) colors = kmeans.cluster_centers_.astype(np.uint8) palette = np.reshape(colors, (1, -1, 3)) plt.imshow(palette) plt.axis('off') plt.show()
Install necessary package:
pip install pillow numpy matplotlib scikit-learn
OUTPUT:
![Extract color from an image](https://www.infinetsoft.com/Uploads/20231015082438extract%20color%20from%20image.png)
VIDEO GUIDE:
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