A Real-Time Scraping Clothing Comparison E-Commerce Website

Abstract

We acquired data from e-commerce websites such as Flipkart and Snapdeal via web scraping for this project, utilizing well-known Python libraries such as BeautifulSoup and Selenium. A Python web application framework called Streamlit was utilized to create the website due to its high utility and user-friendliness. We used a dataset of 44,000 images downloaded from Kaggle to train a machine learning model consisting of the TensorFlow and ResNet50 models for the second phase of the project. A widely recognized convolutional neural network (CNN) is Resnet50. We incorporated the trained model into the Streamlit web application.