/Clothing-Similarity-Search

This project is to create a machine learning model capable of receiving text describing a clothing item and returning a ranked list of links to similar items from different websites.

Primary LanguagePython

Clothing-Similarity-Search

This project is to create a machine learning model capable of receiving text describing a clothing item and returning a ranked list of links to similar items from different websites.

A function that accepts a text string, extracts its features, computes similarities with the items in the database, ranks them based on similarity, and returns the URLs of the top-N most similar items.

Webapp

Ex. if you want to search for Men Black Shirts then write url as - https://asia-south1-tensile-ship-387403.cloudfunctions.net/function-2/?search=men black shirt

Output

image

Requirements

pandas

numpy

scikit-learn

requests

nltk

BeautifulSoup4