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opencv_library_overview's Introduction

OpenCV Library Overview

In this section, we will learn some functions used in the OpenCV library in Google Colab.


๐Ÿ“Œ OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products.

๐Ÿ“Œ In this section, we will learn some functions used in the OpenCV library in colab:

  • Show Image
  • Change RGB to Gray scale
  • Write Image
  • Read Gray Image
  • Edit Image
  • Read and Write Image
  • Mergin Two Image
  • Image Pixel Values Statistics
  • Create Black and White Picture
  • Normalization Pciture Pixel
  • Image Flip
  • Draw Geometry
  • Thresholding
  • HSV Color
  • Geometric
  • ROI (Region of Intereset)
  • Histogram
  • Equal Histogram
  • Histogram Comparision
  • Bilateral Filter
  • Edge Filtering
  • Sobel Filter
  • Canny Edge Detection
  • OTSU Thresholding
  • Gaussian Blur
  • Image Contours
  • Hoffman Line Detection
  • Probability Hoffman Line Detection
  • Hoffman Circle Detection
  • Adding Noise to an Image
  • Image Sharpening
  • Harris Corner Detection
  • Shi Thomas Corner Detection
  • Sub Pixel Corner Detection
  • HOG(Histogram of Oriented Gradients) Pedestrian Detection

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