Mastering OpenCV: A Practical Guide to Computer Vision

سرفصل های دوره

Explore Image Manipulations, Video Processing, and Object Detection with OpenCV

1. Introduction to Computer Vision

1. Course Outline

2. Overview of Computer Vision Concepts

3. Applications of Computer Vision

2. Getting Started with OpenCV

1. Installation and setup

2. Reading Images

3. Image Attributes and Matrix Representation

4. Displaying and Working with Color images

5. Converting Color spaces and Channel splitting

6. Saving images

3. Basic Image Manipulations

1. Accessing and Manipulating image pixels

2. Image Resizing

3. Image Cropping

4. Image Flipping

5. Image Annotations

4. Working with Videos

1. Reading and Writing videos

2. Accessing the camera

5. Basic Image Enhancements

1. Arithmetic Operations on Images

2. Image Filtering (Blur, Sharpening and Edge detection)

3. Morphological Operations (Erosion, Dilation, Opening, Closing)

6. Image Thresholding

1. Overview of Image Thresholding

2. Image Thresholding

3. Finding and drawing contours

7. Image Features and Alignment

1. Image Alignment

2. Creating Panoramas using Image Stitching

8. Project Object Detection

1. Project Description

2. Project Implementation

189,000 تومان

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تولید کننده: Udemy