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:
VIDEO GUIDE:
Post your comments / questions
Recent Article
- Requested setting INSTALLED_APPS, but settings are not configured. You must either define..
- ValueError:All arrays must be of the same length - Python
- Check hostname requires server hostname - SOLVED
- How to restrict access to the page Access only for logged user in Django
- Migration admin.0001_initial is applied before its dependency admin.0001_initial on database default
- Add or change a related_name argument to the definition for 'auth.User.groups' or 'DriverUser.groups'. -Django ERROR
- Addition of two numbers in django python
- The request was aborted: Could not create SSL/TLS secure channel -Error in Asp.net
Related Article