Here you will learn opencv from Basic to Advance topics,

Opencv Course

Installation of Opencv

• Using python package manger (pip)

  • Linux or Mac User:

    pip3 install opencv-contrib-python

  • Windows User:

    pip install opencv-contrib-python

• By Using Anaconda package Manger( Optional )

Basic

• Basics images::camera:: Opencv-Python-Series

Topics Covered In the Course

• Reading, and setup Video Tutorial

  • Installation
  • Checking Version
  • Reading Image from Directory

• Reading All Images and Writing them on Dir Video Tutorial

  • Gray Scale ⬛⬜
  • BGR to RGB 💙💚❤️ to ❤️💚💙
  • Saving the image in directory

• Resize Image Video Tutorial

• Splitting The Channels Video Tutorial

  • Merging Spilling channels
  • Accessing Pixels and modify Pixel Values
  • Opacity, or Transparency of image Channel

• Draw Shapes and Text video Tutorial

  • Draw Rectangle
  • Draw Circle
  • Draw PolyLines
  • Draw Text

• TrackBars :-->> Change the color of Rectangle Video Tutorial

  • Create empty image
  • Change the color of Rectangle

• Video

  • Video Capture (camera 📷 or Video File)
  • Recording Video Files
  • Change Resolution of Video
  • Changes, Brightness, Contrast, etc.
    • Set and Get Parameter for openCV

Intermediate

• Mouse Events
  • Draw Shape using Mouse Clicks
  • Crop Rectangle area using mouse
• Important Function to Know
  • Smoothing Images(Blur)
    • 2D Convolution ( Image Filtering )
    • Averaging
    • Gaussian Blurring
    • Median Blurring
    • Bilateral Filtering
  • Edge Detection
  • Corner Detection
  • Grid Detection
• Morphological Transformations
  • Erosion
  • Dilation
  • Opening
  • Closing
  • Morphological Gradient
• Geometric Transformations of Images
  • Scaling
  • Rotation
  • Affine Transformation
  • Perspective Transformation
• Cropping images

Advance

• Image Gradients
• Thresholding
  • Types of Thresholding
  • Adaptive Thresholding
• Masking
  • cropping image in different Shapes using Masking
• Template Matching
• Contours Detection
  • Different Shapes Detection
  • Sorting Contours by Area
• Segmentation
  • WaterShed Algorithm
• Object Detection
  • Face detection
  • Face Recognition (opencv)
  • Object Tracking
  • Optical Flow
  • Feature Matching

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