ShoeColor

Goal

Extracting the colors of 1000 shoes into 25 colors

Practice writing Markdown through Jupyter notebook, extracting data from websites and visualizing by using matplotlib.

contents

• Get Product Infromation

  Web Scraping using Beautiful Soup and Selenium

  
  
• Color Clustering

  Extraction of 25 colors using K-Means Clustering

  • Get Color Name

    Get Name of Color using artyclick color name

  • Approximate Clustering

    Get 25 distant colors using the Greedy method

  
  
• Shoes Number

  Number of shoes according to 25 extracted colors

  
  

Results

25 colors extracted and the number of shoes according to them

Requirement

• numpy
• pandas
• matplotlib
• BeautifulSoup
• selenium
• colorthief

Reference

• sort by color's rgb value https://www.alanzucconi.com/2015/09/30/colour-sorting/
• get ratio of colors in color-thief fengsp/color-thief-py#1