OpenCV-Python Tutorials

• Introduction to OpenCV

  Learn how to setup OpenCV-Python on your computer!

• Gui Features in OpenCV

  Here you will learn how to display and save images and videos, control mouse events and create trackbar.

• Core Operations

  In this section you will learn basic operations on image like pixel editing, geometric transformations, code optimization, some mathematical tools etc.

• Image Processing in OpenCV

  In this section you will learn different image processing functions inside OpenCV.

• Feature Detection and Description

  In this section you will learn about feature detectors and descriptors

• Video Analysis

  In this section you will learn different techniques to work with videos like object tracking etc.

• Camera Calibration and 3D Reconstruction

  In this section we will learn about camera calibration, stereo imaging etc.

• Machine Learning

  In this section you will learn different image processing functions inside OpenCV.

• Computational Photography

  In this section you will learn different computational photography techniques like image denoising etc.

• Object Detection

  In this section you will object detection techniques like face detection etc.

• OpenCV-Python Bindings

  In this section, we will see how OpenCV-Python bindings are generated

Related Pages:

Camera Calibration and 3D Reconstruction

Camera Calibration

Depth Map from Stereo Images

Epipolar Geometry

Pose Estimation

Computational Photography

High Dynamic Range (HDR)

Image Denoising

Image Inpainting

Core Operations

Arithmetic Operations on Images

Basic Operations on Images

Performance Measurement and Improvement Techniques

Feature Detection and Description

BRIEF (Binary Robust Independent Elementary Features)

FAST Algorithm for Corner Detection

Feature Matching

Feature Matching + Homography to find Objects

Harris Corner Detection

Introduction to SIFT (Scale-Invariant Feature Transform)

Introduction to SURF (Speeded-Up Robust Features)

ORB (Oriented FAST and Rotated BRIEF)

Shi-Tomasi Corner Detector & Good Features to Track

Understanding Features

Gui Features in OpenCV

Drawing Functions in OpenCV

Getting Started with Images

Getting Started with Videos

Mouse as a Paint-Brush

Trackbar as the Color Palette

Image Processing in OpenCV

Canny Edge Detection

Changing Colorspaces

Contours in OpenCV

Contour Features

Contour Properties

Contours : Getting Started

Contours : More Functions

Contours Hierarchy

Geometric Transformations of Images

Histograms in OpenCV

Histogram - 4 : Histogram Backprojection

Histograms - 1 : Find, Plot, Analyze !!!

Histograms - 2: Histogram Equalization

Histograms - 3 : 2D Histograms

Hough Circle Transform

Hough Line Transform

Image Gradients

Image Pyramids

Image Segmentation with Watershed Algorithm

Image Thresholding

Image Transforms in OpenCV

Fourier Transform

Interactive Foreground Extraction using GrabCut Algorithm

Morphological Transformations

Smoothing Images

Template Matching

Introduction to OpenCV

Install OpenCV-Python in Fedora

Install OpenCV-Python in Windows

Introduction to OpenCV-Python Tutorials

Machine Learning

K-Means Clustering

K-Means Clustering in OpenCV

Understanding K-Means Clustering

K-Nearest Neighbour

OCR of Hand-written Data using kNN

Understanding k-Nearest Neighbour

Support Vector Machines (SVM)

OCR of Hand-written Data using SVM

Understanding SVM

Object Detection

Face Detection using Haar Cascades

OpenCV-Python Bindings

How OpenCV-Python Bindings Works?

Video Analysis

Background Subtraction

Meanshift and Camshift

Optical Flow