MathWorks - Automating Image Processing
- Offered byCoursera
Automating Image Processing at Coursera Overview
Duration | 13 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Automating Image Processing at Coursera Highlights
- Earn a Certificate upon completion from MathWorks
Automating Image Processing at Coursera Course details
- In this course, you will build on the skills acquired in Image Segmentation, Filtering, and Region Analysis to explore large sets of images and video files
- It's impractical to manually inspect results in large data sets. Automating image processing allows you to do your work more efficiently
- 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 monitor traffic on a busy road
- You'll detect cars from a noisy video and analyze the results
Automating Image Processing at Coursera Curriculum
Processing Batches of Images
Specialization Overview
Using the Image Batch Processor App
Batch Processing with Image Datastores
Course Overview
Meet Your Instructors
Download and Install MATLAB
Course Files
Segmenting and Analyzing Concrete Crack Images
Automated Region Counting Project
Concept Check
Automated Region Counting Project Assessment
Working with Video Files
Working with Video Files
Detecting Moving Objects
Practice working with video frames
Analyzing Videos
Analyzing Results
Analyzing Data in MATLAB
Practical Image Processing
Module 3 Quiz
Final Project: Detecting Cars in a Noisy Video
Introduction to the Final Project
Section 1: Preprocessing the video
Section 2: Isolating the cars
Section 3: Calculating region properties
Unlockable - Final Project Example Solution
Final Challenge
Final Project Pre-Quiz: Watching the RoadTraffic.mp4 video
Final Project Assessment 2: Car segmentation results
Final Project Assessment 3: Analyzing the car region properties
Automating Image Processing at Coursera Admission Process
Important Dates
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