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Mastering OpenCV: Introduction to Image and Video Processing

Curriculum

9 Sections
16 Lessons
14 Hours

Expand all sectionsCollapse all sections

Introduction to OpenCV
3
Understanding Images
3
Basic Image Operations
2
- 3.0
  Loading, displaying, and saving images using OpenCV
- 3.1
  Basic image manipulations: resizing, cropping, brightness, and contrast adjustments
Image Filtering and Enhancement
2
- 4.0
  Introduction to image filtering techniques
- 4.1
  Hands-on exercises on applying filters for smoothing and sharpening
Workshop: Implementing Image Processing Techniques
Participants work on practical exercises to apply the concepts learned during the day
0
Introduction to Video Manipulation
2
- 6.0
  Basic concepts of digital video
- 6.1
  Loading, playing, and recording videos with OpenCV
Video Processing with OpenCV
2
- 7.0
  Video filtering techniques
- 7.1
  Motion detection and object tracking in videos
Hands-on Labs: Applying Video Processing Techniques
Participants engage in practical exercises to implement video processing algorithms
0
Real-world Applications and Case Studies
2
- 9.0
  Applications of OpenCV in various industries
- 9.1
  Case studies and examples of real-world projects

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Applications of OpenCV in various industries

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