Learn OpenCV for Computer Vision

سرفصل های دوره

Learn CV tool perform hands-on in all essential topics

1. About the Program

1. Course Introduction

2. Course Outline

2. Introduction to Computer Vision

1. What is Computer Vision

2. Applications of Computer Vision

3. Difference between Computer Vision & DIP

4. Tools for Computer Vision

5. Introduction to Computer Vision.html

3. Software Installation

1. Installing Anaconda Distribution

2. Handling Jupyter Notebooks 1

3. Handling Jupyter Notebooks 2

4. Handling Jupyter Notebooks 3

5. Handling Jupyter Notebooks 4

6. Handling Jupyter Notebooks 5

7. Installation of OpenCV

4. Fundamentals of OpenCV

1. Fundamentals of Image Processing

2. Reading Images

3. Video Loading

4. Changing Color Spaces

5. Changing Color Spaces (Jupyter)

6. Pixel Manipulation

7. Pixel Manipulation - Initial Setup (Jupyter)

8. Pixel Manipulation - Operation 1 (Jupyter)

9. Pixel Manipulation - Operation 2 (Jupyter)

10. Region of Interest

11. Region of Interest (Jupyter)

12. Fundamentals of OpenCV.html

5. Image Processing - Image Manipulation

1. What is Image Resizing

2. Image Resizing (Jupyter)

3. What is Image Blurring

4. Image Blurring (Jupyter)

5. What is Image Pyramid

6. Image Pyramid (Jupyter)

7. Image Processing - Image Manipulation.html

6. Image Processing - Arithmetic Operations

1. What is Arithmetic Operation

2. What is Image Blending

3. Image Blending (Jupyter)

4. What is Image Subtraction

5. Image Subtraction (Jupyter)

6. What is Bitwise Operation

7. Bitwise Operation (Jupyter)

8. Image Processing - Arithmetic Operations.html

7. Edge Detection

1. Edge Detection

2. Edge Detection (Jupyter)

3. Edge Detection.html

8. Morphological Operations

1. Morphological Transformations

2. Morphological Transformations - Initial Setup (Jupyter)

3. Understanding Erosion and Dilation

4. Morphological Transformations - Erosion & Dilation (Jupyter)

5. Understanding Morphological Techniques

6. Morphological Transformations - Opening & Closing (Jupyter)

7. Morphological Operations.html

9. Image Thresholding & Filtering

1. Simple Thresholding

2. Simple Thresholding (Jupyter)

3. What is Noise in an Image

4. Sobel Filter-Using Gradients

5. Sobel filter-Using Gradients (Jupyter)

6. Laplacian Filter-Using Gradients

7. Laplacian Filter-Using Gradients (Jupyter)

8. Image Thresholding & Filtering.html

10. Image Segmentation

1. What is Image Segmentation

2. Understanding Cluster based Segmentation

3. Image Segmentation (Jupyter)

4. Image Segmentation.html

11. Feature Extraction

1. What is Feature Matching

2. Understanding HOG

3. Feature Matching - Using HOG (Jupyter)

4. Feature Extraction.html

12. Motion Detection

1. What is Motion Detection

2. Understanding Dense Optical Flow

3. Dense Optical Flow (Jupyter)

4. Motion Detection.html

13. Project

1. Cartoonify

14. About the Program

1. Course Conclusion

189,000 تومان

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تولید کننده: Udemy