E-Cigarette Scraping and Analysis Documentation

The code repository can be found here .

Main Topics

• Introduction
  • Project Purpose
  • Approach
• Data Features
• Web Scraping
  • Sites
  • Total Items Scraped
• Merging Data
  • Relevant Files and Folders
  • Steps for adding new data
  • All Columns and What they Mean
• Natural Language Processing
  • Setup
  • NLP Features
• Computer Vision
  • Pre-processing (YOLO V8 Code)
  • Vision Language Model (Screens and Iced Flavor Detection)
• Other Resources

Update Slides

Slides

• Updates - September 19, 2024
• Updates - October 3, 2024
• Updates - October 17, 2024
• Updates - October 31, 2024
• Updates - November 14, 2024
• Updates - December 12, 2024
• Automatic Detection of e-Cigarette Screens Using Artificial Intelligence Concept Proposal - July 2025
• Updates - Aug 7, 2025
• Updates - Sep 4, 2025
• Updates - Sep 18, 2025
• Updates - Oct 2, 2025
• Updates - Oct 16, 2025

Indices and tables

• Index

• Module Index

• Search Page