Fashion Recommender System With Python

Related tags

Deep Learning Fashion-Recommender-System
Overview

Fashion-Recommender-System

Thr growing e-commerce industry presents us with a large dataset waiting to be scraped and researched upon. Each product is identified by an ID like 42431. You will find a map to all the products in styles.csv. From here, you can fetch the image for this product from images/42431.jpg. To get started easily, we also have exposed some of the key product categories and it's display name in styles.csv.

Business Problem

A Deep Learning based Fashion Recommender System using the ResNET50 Dataset Links : https://www.kaggle.com/paramaggarwal/fashion-product-images-small

Our Goal

  1. Building a model, that recomendes us the products related to the photo we have uploaded.
  2. We have build web app for the same using Streamlit for the ease of using the project.
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Owner
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