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OpenCV for Image Processing | Learn Computer Vision with Python [2025]
Curriculum
5 Sections
25 Lessons
10 Weeks
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Module 1: Introduction to OpenCV & Image Basics
6
1.1
What is OpenCV? | History, Features & Applications of OpenCV in Image Processing
1.2
How to Install OpenCV in Python | Setup with Jupyter Notebook
1.3
Image Representation in OpenCV | Pixels, RGB, Grayscale, HSV Explained
1.4
How to Read, Write, and Display Images in OpenCV with Python
1.5
Basic Image Operations in OpenCV | Resize, Crop, Rotate, Flip with Python
1.6
OpenCV Basics Quiz | Test Your Knowledge on Setup, Pixels, and Image Fundamentals
20 Questions
Module 2: Image Transformations & Filtering
6
2.1
Geometric Transformations in OpenCV | Translation, Scaling, Rotation with Python
2.2
Image Thresholding in OpenCV | Binary, Adaptive, Otsu’s Method with Python
2.3
Image Filtering in OpenCV | Blur, Gaussian, Median, Bilateral with Python
2.4
Edge Detection in OpenCV | Canny, Sobel, Laplacian with Python
2.5
Morphological Operations in OpenCV | Erosion, Dilation, Opening, Closing with Python
2.6
Quiz 2: OpenCV Transformations, Filtering, Edge Detection & Morphology
20 Questions
Module 3: Image Segmentation & Feature Detection
6
3.1
Contour Detection and Drawing in OpenCV with Python
3.2
Shape Detection in OpenCV | Detect Circles, Rectangles, and Polygons with Python
3.3
Color Detection and Masking in OpenCV with Python (HSV Method)
3.4
Image Histograms and Histogram Equalization in OpenCV with Python
3.5
Feature Detection in OpenCV | Harris Corner, SIFT, ORB with Python
3.6
Quiz 3: OpenCV Segmentation, Contours, Shape & Feature Detection
20 Questions
Module 4: Face Detection & Object Tracking
6
4.1
Face and Eye Detection in OpenCV | Haar Cascade Classifier with Python
4.2
Real-Time Face Detection with Webcam in OpenCV using Python
4.3
Object Detection using Color Spaces in OpenCV with Python (HSV Method)
4.4
Motion Detection and Background Subtraction in OpenCV with Python
4.5
Introduction to Deep Learning with OpenCV | YOLO and SSD Overview
4.6
Quiz 4: OpenCV Face Detection, Object Tracking & Motion Analysis
20 Questions
Module 5: Real-World OpenCV Projects
6
5.1
Image Filters App with OpenCV | Instagram-like Filters using Python
5.2
Real-Time Sketch Effect with Webcam in OpenCV using Python
5.3
Number Plate Detection in OpenCV | ANPR Basics with Python
5.4
Face Mask Detection in OpenCV with Pre-trained Deep Learning Model
5.5
Capstone Project: Build an AI-Powered Image Processing App with OpenCV
5.6
Quiz 5: OpenCV Project-Based Knowledge Test (Filters, ANPR, Mask Detection)
20 Questions
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