Mastering OpenCV: A Practical Guide to Computer Vision
What you'll learn
- 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.
Requirements
- 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.
Description
Dive into the fascinating world of computer vision with our comprehensive Udemy course, "Mastering OpenCV: A Practical Guide to Computer Vision". This course is meticulously designed for beginners and intermediate learners aiming to harness the powerful capabilities of OpenCV, a leading library in the realm of image and video analysis. Starting with a solid introduction to basic computer vision concepts, you will learn how to set up OpenCV and begin manipulating images and videos with ease.
You'll explore a wide range of techniques including reading, displaying, and saving images, as well as more advanced image manipulations like resizing, cropping, flipping, and annotations. The course will also cover essential image processing operations such as filtering, morphological operations, and image thresholding to enhance and extract meaningful information from visuals.
Venture into video processing where you'll learn to handle video inputs and outputs, and access camera feeds for real-time analysis. The course culminates in a hands-on project on object detection, where you'll apply your learned skills to solve a practical problem using image stitching and alignment techniques.
Whether you're a student, a budding developer, or an enthusiast eager to delve into computer vision, this course will equip you with the knowledge and skills to start your journey in the dynamic field of image and video analysis with confidence. Join us to unlock the potential of computer vision and transform the way you interact with visual data.
Who this course is for:
- Basic understanding of programming in Python.
- Access to a computer with internet connection.
- Ability to install software (instructions provided).
- No prior experience in OpenCV required.
- Enthusiasm for learning new technology and computer vision.
Instructors
- 4.2 Instructor Rating
- 5,078 Reviews
- 417,782 Students
- 48 Courses
We are a team of AI experts, engineers, researchers and enthusiastic professionals who are passionate about advancing artificial intelligence and teaching others. With over 50 years of combined experience building AI systems for a diverse range of industries, our goal is to share this collective knowledge with students who want to learn both the fundamentals and practical application of AI. Our courses are led by multiple instructors, allowing students to gain exposure to our varied areas of specialty - from machine learning to natural language processing to robotics and beyond. With a hands-on, project-driven approach grounded in ethics, we prepare students to apply AI to drive innovation. Join us if you share our excitement for AI and its vast potential!
- 4.2 Instructor Rating
- 27,513 Reviews
- 863,830 Students
- 79 Courses
Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for Coding, Finance & Excel.
We bring together both professional and educational experiences to create world-class training programs accessible to everyone.
Currently, we're focused on the next great revolution in computing: The Metaverse. Our ultimate objective is to train the next generation of talent so we can code & build the metaverse together!