OpenCV Tutorials
At night, my mother sleeps quietly – we collect OpenCV for Raspbian / Habr
OpenCV Official Tutorials
3.4
Master
OpenCV Tutorials
The Core Functionality (core module)
Discrete Fourier Transform
readthedocs.io
eastWillow
OpenCV-Python Tutorials (2016)
Raphael Holzer
OpenCV tutorial (2019)
Satya Mallick
Satya Mallick
Adrian Rosebrock
pyimagesearch.com
- Histogram of Oriented Gradients (HOG)
- Linear Support Vector Machine (SVM)
- Intersection over Union (IoU)
OpenCV Tutorial: A Guide to Learn OpenCV
The perfect computer vision environment: PyCharm, OpenCV, and Python virtual environments
Ball Tracking with OpenCV
Intersection over Union (IoU) for object detection
Histogram of Oriented Gradients and Object Detection
4 Point OpenCV getPerspective Transform Example
Regression
Regression with Keras
Keras, Regression, and CNNs
Keras: Multiple Inputs and Mixed Data
Building a Pokedex in Python
Building a Pokedex in Python: Getting Started (Step 1 of 6)
Building a Pokedex in Python: Scraping the Pokemon Sprites (Step 2 of 6)
Building a Pokedex in Python: Indexing our Sprites using Shape Descriptors (Step 3 of 6)
Building a Pokedex in Python: Finding the Game Boy Screen (Step 4 of 6)
Building a Pokedex in Python: OpenCV and Perspective Warping (Step 5 of 6)
Building a Pokedex in Python: Comparing Shape Descriptors with OpenCV (Step 6 of 6)
Madhav
Image Manipulations in Python OpenCV (Part 1)
Image Manipulations in OpenCV (Part-2)
Michael Young (ayoungprogrammer)
Tutorial: Creating a Multiple Choice Scanner with OpenCV
github.com/ayoungprogrammer/MultipleChoiceScanner, A multiple choice scanner
Books
- Practical Python and OpenCV
- Practical Python and OpenCV, 3rd Edition + Case studies
- Case Studies (Practical Python and OpenCV)
- Deep Learning for Computer Vision with Python