Challenge Overview

• Challenge duration: 8 weeks
• Requirements: Have a deep understanding about key concepts in Computer Vision, and use that knowledge to build 2 mini projects
  • Theoretical requirements
    • Understand the theoretical background of classic Computer Vision algorithms
    • Can identify the right approaches for a specific vision task
    • Can compare possible approaches to identify their pros and cons based on parameters such as accuracy, speed, robustness and cost
  • Empirical requirements
    • Implement an algorithm to split a dictionary page by drawing a line between 2 columns
    • Implement an algorithm to detect lane line

Expected Timeline

• Week 1: Chapter 1, 2
• Week 2: Chapter 3
• Week 3: Chapter 4, 5
• Week 4: Mini project: Dictionary page split
• Week 5: Chapter 8
• Week 6: Chapter 9
• Week 7: Chapter 10
• Week 8: Mini project: Lane detection

Challenge Reports

• Midterm Report:
  • Estimated date: after week 4
  • Requirements
    • Presentation
• Final Report
  • Estimated date: after week 8
  • Requirements
    • Presentation
    • Report (pdf, you can submit the presentation manuscript as the report ;))

Weekly update

• Weekly meeting time: 8 p.m every Friday
• For every week, write down everything you have done, researched (in a note of any form - .md / .txt / .pdf file, or directly in the discord thread). Deadline 1 hour before meeting time
• Create a github repository for all your code and notes in the duration of the challenge

Resource