Chapter 13 introduces essential concepts in Data Structures and Algorithms (DSA), along with practical applications in Image Processing using OpenCV. These topics are foundational for efficient problem solving and manipulating images in Python.
What You'll Learn
- Basic and advanced data structures: lists, stacks, queues, dictionaries, sets, trees
- Algorithm fundamentals: sorting, searching, recursion, dynamic programming
- Real-life problem solving with DSA in Python
- Introduction to image processing with OpenCV
- Performing basic operations on images like reading, displaying, and editing
- Using image filters, color transformations, and contours
- Understanding how DSA and image processing intersect for real-world applications
Why This Chapter Matters
- Builds strong programming logic through algorithmic thinking
- Introduces optimization and efficiency using appropriate data structures
- Equips learners to work with multimedia data using OpenCV
- Provides hands-on projects and assignments to reinforce learning
Topics Covered
- dsa.html Core concepts of Data Structures and Algorithms with Python code examples
- opencv.html Basics of Image Processing using OpenCV, with real image editing and analysis tasks
- assignment.html Practice questions combining both DSA and OpenCV to reinforce concepts