Question

Write a Python script that takes an input image and output's the name of the dominant color in that image(i.e. red, green, blue).  

Answer 1

import matplotlib.image as img import matplotlib.pyplot as plt from scipy.cluster.vq import whiten from scipy.cluster.vq import kmeans import pandas as pd iron_image = img.imread('iron.jpg') //created a random img r = [] g = [] b = [] for row in iron_image:     for temp_r, temp_g, temp_b, temp in row:         r.append(temp_r)         g.append(temp_g)         b.append(temp_b)    iron_df = pd.DataFrame({'red' : r,                           'green' : g,                           'blue' : b}) iron_df['scaled_color_red'] = whiten(iron_df['red']) iron_df['scaled_color_blue'] = whiten(iron_df['blue']) iron_df['scaled_color_green'] = whiten(iron_df['green']) cluster_centers, _ = kmeans(iron_df[['scaled_color_red',                                     'scaled_color_blue',                                     'scaled_color_green']], 3) dominant_colors = [] red_std, green_std, blue_std = iron_df[['red',                                           'green',                                           'blue']].std() for cluster_center in cluster_centers:     red_scaled, green_scaled, blue_scaled = cluster_center     dominant_colors.append((         red_scaled * red_std / 255,         green_scaled * green_std / 255,         blue_scaled * blue_std / 255     )) plt.imshow([dominant_colors]) plt.show()

i hope you will like my response,  and please don't forget to give thumbs up!!

if you have any query, do share in comment box!!

Stay safe and healthy!!

Thank you!!!