Explore Image Manipulations, Video Processing, and Object Detection with OpenCV
Sub Category
- Software Engineering
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Objectives
- Understand fundamental concepts of computer vision and OpenCV.
- Install and configure OpenCV on various operating systems.
- Perform basic image operations like reading, saving, and displaying.
- Manipulate image properties and handle different color spaces.
- Apply image filtering techniques for blurring, sharpening, and edge detection.
- Conduct morphological image operations such as erosion and dilation.
- Implement image thresholding techniques for image segmentation.
- Understand and apply video processing to read and write videos.
- Develop skills in real-time video handling using webcam feeds.
- Complete a project on object detection using learned OpenCV skills.
Pre Requisites
- Master basic operations in OpenCV like image reading, writing, and displaying.
- Apply advanced image manipulations including resizing, cropping, and flipping.
- Utilize image filtering for enhancements and edge detection in images.
- Perform morphological transformations like erosion, dilation, opening, and closing.
- Implement various image thresholding techniques for effective segmentation.
- Understand and handle video streams from files and cameras in real-time.
- Explore practical applications of computer vision in various industries.
- Execute arithmetic operations on images to adjust brightness and contrast.
- Develop skills to stitch images together to create panoramas.
- Design and build an object detection system as a capstone project.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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