Object Tracking and Motion Detection with Computer Vision (Coursera)

Object Tracking and Motion Detection with Computer Vision (Coursera)
Course Auditing
Categories
Effort
Certification
Languages
If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.
Misc

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Object Tracking and Motion Detection with Computer Vision (Coursera)
In the third and final course of the Computer Vision for Engineering and Science specialization, you will learn to track objects and detect motion in videos. Tracking objects and detecting motion are difficult tasks but are required for applications as varied as microbiology and autonomous systems. To track objects, you first need to detect them. You’ll use pre-trained deep neural networks to perform object detection. You’ll also use optical flow to detect motion and use the results to detect moving objects.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

At the end of this course, you’ll apply all the skills learned in this specialization to a final project. You’ll take the role of an engineer being asked to track cars on a busy highway with the added challenge of counting each vehicle and its direction.

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.


Course 3 of 3 in the Computer Vision for Engineering and Science Specialization.


Syllabus


WEEK 1: Detecting Objects

WEEK 2: Motion Detection

WEEK 3: Detection and Tracking

WEEK 4: Final Project



MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Course Auditing
79.00 EUR/month
If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.