Course Includes:
- Price: FREE
- Enrolled: 16826 students
- Language: English
- Certificate: Yes
- Difficulty: Advanced
Coupon verified 09:37 AM (updated every 10 min)
Course Folder
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.
Recommended Courses
Clinical Data Management Course
FREE
Unveiling the World of Clinical Data Management: Your Path to a Rewarding Career
Enrolled
Master React.js with AI: From Basics to Advanced Development
FREE
Learn React.js with Generative AI | JavaScript, Hooks, API, and AI-Driven Projects
Enrolled
AI-Powered Personal Branding: The New Self-Promotion Era
FREE
Master AI-Powered Branding: Content Creation, Visual Design, Social Media Strategy, and Ethical AI Integration
Enrolled
Python & GenAI for Advanced Analytics: Build Powerful Models
FREE
Master Python & AI: Data Generation, Predictive Modeling, and Advanced Analytics Insights
Enrolled
Art with AI Bootcamp: From Pixel Dummy to Legend Artist
FREE
Transform Your Design Skills with AI: Craft Stunning Visuals from Figma Wireframes to DALL·E Masterpieces
Enrolled
AI-Powered Personal Branding: Build Your Brand with AI Tools
FREE
Master generative AI tools, content creation, branding strategies, and automation to elevate your personal brand
Enrolled
Master Python & Generative AI for Advanced Analytics
FREE
Master Python and Generative AI to enhance your skills in advanced analytics
Enrolled
AI-Powered Clothing Business: Launch & Scale Your Brand
FREE
Learn AI tools for brand identity, marketing, product development, and e-commerce
Enrolled
Interactive Dashboards with Python: Plotly/Dash Masterclass
FREE
Create interactive web dashboards using Plotly and Dash. Master advanced visualization, user interactivity.
EnrolledPrevious Courses
Master Business Growth with Generative AI
FREE
Leverage AI for Marketing, Customer Engagement, and Market Insights
Enrolled
Next-Gen Web Development: JavaScript & AI Essentials
FREE
Explore JavaScript Fundamentals, AI Application, Asynchronous Techniques, and API Integration
Enrolled
Professional Certificate in Project and Process Management
FREE
Project Management, Process Management, Lean Six Sigma, Business Process Management (BPM), Operations Management, Agile
Enrolled
Python Mastery with Generative AI: Coding to AI Integration
FREE
Learn Python, AI Applications, Data Analysis & Code Optimization
Enrolled
Mastering Rust: Building Safe and Efficient Software
FREE
Essential Skills for Modern Software Development: A Comprehensive Journey Through Rust, from Basics to Building a Game
Enrolled
Power BI Mastery: Zero to Hero Data Skills
FREE
Learn Data Visualization, Advanced Charts, Power Query, and HR Analytics with Power BI
Enrolled
Optimize Front-End Web Apps : AI, Performance and SEO
FREE
Master HTML, CSS, JavaScript, React & AI for Superior Web Performance
Enrolled
AI in Science Mastery: ChatGPT’s Transformative Role
FREE
Physics, Chemistry, Biology & Computer Science Through AI
Enrolled
Angular for Beginners: From Basics to Advanced Projects
FREE
Learn Angular Basics, JavaScript Fundamentals, Reactive Forms, and Bootstrap Integration
Enrolled