OpenCV

OpenCV Tutorials

At night, my mother sleeps quietly – we collect OpenCV for Raspbian / Habr

OpenCV Official Tutorials

3.4

Hough Line Transform

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

learnopencv.com

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

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