About the Program :
Introduction to OpenCV :
What is Computer Vision?
Applications of Computer Vision
Difference Between Computer Vision & DIP
Tools for Computer Vision
Quiz - OpenCV
Software Installation :
Installing Anaconda Distribution
Handling Jupyter Notebooks 1
Handling Jupyter Notebooks 2
Handling Jupyter Notebooks 3
Handling Jupyter Notebooks 4
Handling Jupyter Notebooks 5
Installation of Computer Vision
Python Crash Course :
What is Python?
Why Python Programming?
Application of Python
Data Types in Python
Loops - While (Jupyter)
Creating Functions in Python (Jupyter)
Conditional Statements - If Else (Jupyter)
Quiz - Installation & Python
Fundamentals of OpenCV :
Fundamentals of Image Processing
Changing Color Spaces
Changing Color Spaces (Jupyter)
Pixel Manipulation - Initial Setup (Jupyter)
Pixel Manipulation - Operation 1 (Jupyter)
Pixel Manipulation - Operation 2 (Jupyter)
Region of Interest
Region of Interest (Jupyter)
Quiz - Fundamentals of OpenCV
Image Processing - Image Manipulation :
What is Image Resizing?
Image Resizing (Jupyter)
What is Image Blurring?
Image Blurring (Jupyter)
What is Image Pyramid?
Image Pyramid (Jupyter)
Image Processing - Arithmetic Operation :
What is Arithmetic Operation?
What is Image Blending?
Image Blending (Jupyter)
What is Image Subtraction?
Image Subtraction (Jupyter)
What is Bitwise Operation?
Bitwise Operation (Jupyter)
Image Processing - Geometric Operation :
What is Image Translation?
Image Translation (Jupyter)
What is Image Rotation?
Image Rotation (Jupyter)
What is Affine Transformation?
Affine Transformation (Jupyter)
What is Perspective Transformation?
Perspective Transformation (Jupyter)
Image Enhancement :
What is Image Enhancement?
What is Negative Transformation?
What is Log Transformation?
Log Transformation (Jupyter)
What is Power Law Transformation?
Power Law Transformation (Jupyter)
Image Segmentation :
What is Image Segmentation?
Understanding Cluster based Segmentation
Image Segmentation (Jupyter)
Feature Extraction :
Template Matching (Jupyter)
What is Feature Matching?
Feature Matching - Using HOG (Jupyter)
Image Segmentation and Feature Matching
Filtering & Detection :
Simple Thresholding (Jupyter)
Adaptive Thresholding (Jupyter)
What is noise in an image?
Morphological Transformations - Initial Setup (Jupyter)
Understanding Erosion and Dilation
Morphological Transformations - Erosion & Dilation (Jupyter)
Understanding Morphological Techniques
Morphological Transformations - Opening & Closing (Jupyter)
Sobel Filters - Using Gradients
Sobel filter - Using Gradients (Jupyter)
Laplacian Filter - Using Gradients
Laplacian Filter - Using Gradients (Jupyter)
Edge Detection (Jupyter)
Filtering & Detection
Project - Cartoonify :
Motion Detection :
What is Motion Detection?
Understanding Sparse Optical Flow
Sparse Optical Flow (Jupyter)
Understanding Dense Optical Flow
Dense Optical Flow (Jupyter)
Course Conclusion :
Thanks and Credit Note (Not for Learners)
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