Hammad Afzal

Academic

Career

Verbatim text

Fashion Recommendation System 
A Fashion Recommendation System which helps users to find their favorite dresses instantly on the 
basis of latest trends and individual’s personal sense of dressing. Moreover, system helps user to 
find clothes by searching through an image of the dress. This is where technology comes into the 
field to provide a solution to this problem. Shop Spot is an application that would help people to 
search items by image anytime, anywhere. It allows the users to input images into our 
multiplatform dynamic Web and Mobile Application and our system; comprising AI components 
compares the features of the image with maximum possible items from the local market and 
provides the links to online stores on which the item is available with lowest prices. 
Features include: 
 Real time data scraping and streaming. 
 Search products by image from Database.  
 Product Recommendation using Wardrobe Collection. 
 Add items to Wishlist 
 Sell Preloved goods. 
 Give links to stores where the searched item is available on sale.  
Implementation of Deep Learning Algorithms to search by image feature 






Technology Used: 
MERN Stack, Apache Kafka, Python, Machine Learning,  
Beautiful-Soup, Visual Studio Code 
Supervisor Name: 
Ms. Amna Irum 
Group Members:   
Hammad Afzal(i17-0190) 
Jawad Ali (i17-0268) 
                                        Ghulam Jillani (i17-0148)