Computer Vision

24 lessons View examples

OpenCV / Computer Vision Learning Guide

00_Overview.md

Environment Setup and Basics

01_Environment_Setup.md

Image Basic Operations

02_Image_Basics.md

Color Spaces

03_Color_Spaces.md

Geometric Transformations

04_Geometric_Transforms.md

Image Filtering

05_Image_Filtering.md

Morphological Operations

06_Morphology.md

Binarization and Thresholding

07_Thresholding.md

Edge Detection

08_Edge_Detection.md

Contour Detection

09_Contours.md

Shape Analysis

10_Shape_Analysis.md

Hough Transform

11_Hough_Transform.md

Histogram Analysis

12_Histogram_Analysis.md

Feature Detection

13_Feature_Detection.md

Feature Matching

14_Feature_Matching.md

Object Detection Basics

15_Object_Detection_Basics.md

Face Detection and Recognition

16_Face_Detection.md

Video Processing

17_Video_Processing.md

Camera Calibration

18_Camera_Calibration.md

Deep Neural Network Module (DNN Module)

19_DNN_Module.md

Practical Projects

20_Practical_Projects.md

3D Vision Basics

21_3D_Vision_Basics.md

Monocular Depth Estimation

22_Depth_Estimation.md

SLAM Introduction (Visual SLAM Introduction)

23_SLAM_Introduction.md