Mastering Computer Vision with OpenCV

Mastering Computer Vision with OpenCV

Unlock the power of computer vision with **"Mastering Computer Vision with OpenCV in Python"**! This course takes you on a journey from the fundamentals to advanced techniques, teaching you how to process images, detect objects, and implement real-world solutions using OpenCV and Python. Perfect for aspiring developers and enthusiasts!

What you will learn -

  • Introduction to OpenCV and Python
  • Installing and Setting Up OpenCV for Python
  • Basic Image Operations with Python and OpenCV
  • Unlocking the Power of Python in Computer Vision with OpenCV
  • Displaying Images in Python with OpenCV
  • Image Processing Basics
  • Cropping Images in Python with OpenCV
  • Understanding Image Transformations
  • Understanding Color Spaces and Image Channels in Python
  • Image Thresholding and Binarization in Python
  • Image Filtering
  • Sharpening Images in Python
  • Edge Detection Techniques in Python using OpenCV
  • Understanding Geometric Transformations
  • Scaling Python for Computer Vision Tasks
  • Understanding Affine Transforms in Python with OpenCV
  • Contour Detection and Shape Analysis in Python with OpenCV
  • Histogram Equalization and Image Contrast Adjustment in Python Using OpenCV
  • Face Detection with Haar Cascades in Python
  • Object Tracking with OpenCV
  • Unlocking the Power of Feature Detection with SIFT in Python
  • Unlocking Feature Detection with SURF in Python
  • Understanding ORB in Computer Vision with Python
  • Image Stitching and Panoramas with Python and OpenCV
  • Working with Video in Python
  • Unlocking the Power of Python for Computer Vision with OpenCV
  • Understanding Image Processing in Python with OpenCV
  • Object Detection Using Deep Learning Models in Python
  • Real-time Video Processing with Python
  • Camera Calibration and Augmented Reality Basics in Python
  • Face Recognition with Deep Learning in Python
  • Building a Simple Computer Vision Project with Python
  • Image Gradients and Edge Detection Techniques in Python
  • Advanced Image Transformations in Python
  • Understanding Homography in Python
  • Understanding Optical Flow
  • Understanding Image Segmentation with Watershed Algorithm in Python
  • Understanding GrabCut for Image Segmentation in Python
  • Deep Learning Integration
  • Unlocking the Power of Masking and Region of Interest (ROI) in Python with OpenCV
  • Depth Estimation and Stereo Vision with Python