Week 12: Computer Vision with OpenCV

Image representation, transformations, filters, edge detection, contours

📌 Strategy & Study Guidance

Build incrementally. Master fundamentals before advanced topics.

Blocks

Block 111 Monday

Images as Arrays

Block 112 Monday

Color Spaces & Grayscale

Block 113 Tuesday

Geometric Transformations

Block 114 Tuesday

Drawing & Annotation

Block 115 Wednesday

Blurring & Filtering

Block 116 Wednesday

Edge Detection & Thresholding

Block 117 Thursday

Contours & Object Detection

Block 118 Thursday

Template Matching

Block 119 Friday

Video Processing Basics

Block 120 Friday

Mini-Project: Image Processing Notebook

📺 20 Curated YouTube Videos

▶ OpenCV Python freeCodeCamp ▶ OpenCV Full Course freeCodeCamp ▶ Image Processing freeCodeCamp ▶ Computer Vision freeCodeCamp ▶ Edge Detection freeCodeCamp ▶ OpenCV Tutorial freeCodeCamp ▶ Image Transformations freeCodeCamp ▶ Face Detection freeCodeCamp ▶ Filters OpenCV freeCodeCamp ▶ Contours freeCodeCamp ▶ Object Detection freeCodeCamp ▶ Image Representation freeCodeCamp ▶ OpenCV Basics freeCodeCamp ▶ Morphological Ops freeCodeCamp ▶ Video Processing freeCodeCamp ▶ Feature Detection freeCodeCamp ▶ OpenCV Deep Learning freeCodeCamp ▶ CV Pipeline freeCodeCamp ▶ OpenCV Projects freeCodeCamp ▶ OpenCV Complete freeCodeCamp

📋 Cheat Sheets

Quick Reference

Core syntax and common patterns for this week. Week 12 - Image representation, transformations, filters, edge detection, contours

API Cheat Sheet

Key functions and methods. Week 12 - Image representation, transformations, filters, edge detection, contours

Best Practices

Style and performance tips. Week 12 - Image representation, transformations, filters, edge detection, contours

💻 Code Snippets

Basic Example

# Week 12: Computer Vision with OpenCV
# Basic pattern for this topic
result = process(data)

Common Pattern

# Week 12: Computer Vision with OpenCV
# Frequently used pattern

Quick Start

# Week 12: Computer Vision with OpenCV
# Minimal working example

📊 Visualizations & Diagrams

Concept Diagram

flowchart LR
  A[Input] --> B[Process]
  B --> C[Output]

Paste into mermaid.live to render

Workflow

Step 1 -> Step 2 -> Step 3

Assessment

📝 Week 12 Assessment (Practice + AI Analysis)