Learn OpenCV

Introduction to OpenCV

What is OpenCV

History and Background

Installation and Setup

Image Processing Basics

Loading and Displaying Images

Image Properties and Pixel Manipulation

Basic Image Operations

Image Filtering

Image Manipulation

Color Spaces and Conversions

Histogram Equalization

Image Thresholding and Segmentation

Morphological Operations

Contour Detection and Shape Analysis

Finding and Drawing Contours

Contour Properties

Convex Hull and Convexity Defects

Shape Matching and Recognition

Feature Detection and Description

Corner Detection

Scale-Invariant Feature Transform (SIFT)

Speeded-Up Robust Features (SURF)

Feature Matching and Homography Estimation

Object Detection and Tracking

Haar Cascades for Object Detection

HOG (Histogram of Oriented Gradients)

Template Matching

Object Tracking Algorithms

Deep Learning with OpenCV

Introduction to Deep Learning Frameworks

Integration of OpenCV with Deep Learning Models

Image Classification and Object Detection using Deep Learning