Build Image Quality Inspection using AWS Lookout for Vision

4.7
stars
13 ratings
Offered By
Coursera Project Network
In this Free Guided Project, you will:

U​nderstand the core features of Amazon Lookout for Vision Service

Explore building automated image quality inspection using Amazon Lookout for Vision

Showcase this hands-on experience in an interview

Clock2 hours
BeginnerBeginner-friendly
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

In this guided project, you will learn how to build automated image quality inspection using Amazon Lookout for Vision. Amazon Lookout for Vision is a Machine Learning as a Service from Amazon Web services which you could leverage to do Image Analytics and address interesting use cases such as drone detection, defect detection, object detection, smile detection, fall detection without writing a single line of code. Please note: As part of this course, you would need your AWS Account to complete the course. It would be charged as per your usage of AWS Lookout for Vision service.

Requirements

B​asics of Machine Learning

Skills you will develop

  • Data Science
  • aws
  • Machine Learning
  • Amazon Lookout for Vision
  • Cloud Computing

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. G​et started with Amazon Lookout for Vision

  2. C​reate a Project

  3. E​xplore Upload and Label Dataset

  4. T​rain your model

  5. E​valute Performance Metrics

  6. R​un Trial Detection

  7. R​etrain your Model

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.