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Automating Image Processing
Coursera
Course
Unknown

Automating Image Processing

MathWorks

Learn to automate processing of large sets of images and videos efficiently, applying algorithms to real-world tasks like traffic monitoring.

Unknown4 weeksEnglish

About this Course

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 c

What You'll Learn

  • Apply image processing algorithms on large datasets and verify generalization
  • Apply image processing to video files
  • Analyze image and video results including statistical measures and outliers
  • Complete a project detecting vehicles in noisy video

Prerequisites

  • Basic image processing concepts
  • Familiarity with MATLAB programming

Instructors

A

Amanda Wang

MathWorks

M

Megan Thompson

MathWorks

M

Matt Rich

MathWorks

B

Brandon Armstrong

MathWorks

Topics

Image Analysis
Matlab
Anomaly Detection
Traffic Flow Optimization
Automation
Computer Vision
Data Store
Data Preprocessing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل الصور
برمجة ماتلاب
كشف الشذوذ
تحسين تدفق المرور
الأتمتة
الرؤية الحاسوبية
إدارة البيانات
تجهيز البيانات

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