YoVDO

OpenCV 3.4 with Python 3 Tutorial

Offered By: YouTube

Tags

OpenCV Courses Machine Learning Courses Python Courses Computer Vision Courses Object Detection Courses Image Processing Courses

Course Description

Overview

Learn how to use the image-processing power of OpenCV 3 to load, and draw on images, perform basic operations on images, detect objects and apply transformations to your images.


Syllabus

Loading images - OpenCV 3.4 with python 3 Tutorial 1.
Loading Video and Webcam - OpenCV 3.4 with python 3 Tutorial 2.
Drawing on images - OpenCV 3.4 with python 3 Tutorial 3.
Basic operations on images - OpenCV 3.4 with python 3 Tutorial 4.
Add images and Threshold - OpenCV 3.4 with python 3 Tutorial 5.
Blending images - OpenCV 3.4 with python 3 Tutorial 6.
Bitwise Operators - OpenCV 3.4 with python 3 Tutorial 7.
Trackbars – OpenCV 3.4 with python 3 Tutorial 8.
Object detection using HSV Color space – OpenCV 3.4 with python 3 Tutorial 9.
Basic Thresholding – OpenCV 3.4 with python 3 Tutorial 10.
Histograms – OpenCV 3.4 with python 3 Tutorial 11.
Basic geometric transformations – OpenCV 3.4 with python 3 Tutorial 12.
Perspective transformation – OpenCV 3.4 with python 3 Tutorial 13.
Affine transformation – OpenCV 3.4 with python 3 Tutorial 14.
Adaptive thresholding – OpenCV 3.4 with python 3 Tutorial 15.
Smoothing images – OpenCV 3.4 with python 3 Tutorial 16.
Morphological transformation – OpenCV 3.4 with python 3 Tutorial 17.
Edge detection – OpenCV 3.4 with python 3 Tutorial 18.
Find and Draw Contours – OpenCV 3.4 with python 3 Tutorial 19.
Template matching – OpenCV 3.4 with python 3 Tutorial 20.
Lines detection with Hough Transform – OpenCV 3.4 with python 3 Tutorial 21.
Corners detection – OpenCV 3.4 with python 3 Tutorial 22.
Image Pyramids – OpenCV 3.4 with python 3 Tutorial 23.
Image Pyramids (Blending and reconstruction) – OpenCV 3.4 with python 3 Tutorial 24.
Feature detection (SIFT, SURF, ORB) – OpenCV 3.4 with python 3 Tutorial 25.
Feature Matching (Brute-Force) – OpenCV 3.4 with python 3 Tutorial 26.
Mouse Events – OpenCV 3.4 with python 3 Tutorial 27.
Histogram and Back Projection - OpenCV 3.4 with python 3 Tutorial 28.
Object tracking with Mean-shift – OpenCV 3.4 with python 3 Tutorial 29.
Object tracking with Camshift – OpenCV 3.4 with python 3 Tutorial 30.
Optical Flow with Lucas-Kanade method - OpenCV 3.4 with python 3 Tutorial 31.
Background Subtraction - OpenCV 3.4 with python 3 Tutorial 32.
k-Nearest Neighbour classification - OpenCV 3.4 with python 3 Tutorial 33.
Object tracking using Homography - OpenCV 3.4 with python 3 Tutorial 34.
Fourier Transform – OpenCV 3.4 with python 3 Tutorial 35.
Knn handwritten digits recognition – OpenCV 3.4 with python 3 Tutorial 36.
Face detection using Haar Cascades – OpenCV 3.4 with python 3 Tutorial 37.


Taught by

Pysource

Related Courses

Computer Vision: The Fundamentals
University of California, Berkeley via Coursera
Detección de objetos
Universitat Autònoma de Barcelona (Autonomous University of Barcelona) via Coursera
Deep Learning Summer School
Independent
Deep Learning in Computer Vision
Higher School of Economics via Coursera
Computer Vision and Image Analysis
Microsoft via edX