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There are 4 modules in this course
In the second course of the Computer Vision for Engineering and Science specialization, you will perform two of the most common computer vision tasks: classifying images and detecting objects. You will apply the entire machine learning workflow, from preparing your data to evaluating your results. By the end of this course, you’ll train machine learning models to classify images of street signs and detect material defects.
You will use MATLAB throughout this course. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your computer vision tasks. You will be provided free access to MATLAB for the course duration to complete your work.
To be successful in this specialization, it will help to have some prior image processing experience. If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.
What's included
6 videos6 readings4 assignments
Show info about module content
6 videos•Total 38 minutes
Computer Vision for Engineering and Science•3 minutes
Introduction to Machine Learning for Computer Vision•3 minutes
The Machine Learning Workflow•4 minutes
Introduction to Classification Models•7 minutes
Preparing Your Images for Classification•7 minutes
Training Image Classification Models•13 minutes
6 readings•Total 85 minutes
Meet Your Instructors•5 minutes
Course files and MATLAB•5 minutes
Glossary of Common Terms•15 minutes
Preparing the Concrete Images for Classification•20 minutes
Optimizing Model Hyperparameters•30 minutes
The Upcoming Assessments•10 minutes
4 assignments•Total 80 minutes
Graded Quiz: Preparing Images for Classification•30 minutes
Graded Quiz: Classifying Images•30 minutes
Concept Check: Introduction to Machine Learning•10 minutes
Concept Check: Introduction to Classification•10 minutes
Yes. A free license is available to learners enrolled in the course. You must have a computer capable of running MATLAB. You can view the system requirements here.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Certificate?
When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.