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AWS Lambda + OpenCV

This lecture introduces serverless systems through AWS Lambda, and creates an image processing end system with OpenCV, an image processing library, and expands it with an API.

(4.7) 3 reviews

206 learners

  • Jeonghyun Kim
aws
ec2
lambda
opencv
dynamodb
AWS
Lambda
OpenCV
s3-bucket

What you will gain after the course

  • AWS APIgateway, S3 bucket, DanymoDB, Lambda

  • OpenCV + AWS Lambda Service

Adding OpenCV to AWS Serverless Systems!
Create an image processing system easily.

Implementing with AWS Serverless
OpenCV image processing system

How can we create an end-to-end system with image processing functions like OpenCV?

I want to take the first step toward learning the various technologies required to implement an AWS serverless system .

I wish I could easily understand how to extend the OpenCV implementation results into an API ...

Integrating OpenCV into an AWS Lambda + DynamoDB + S3 Bucket System

Want to create your own API ? Want to deploy solutions like AI and image processing? A well-crafted API can be used for internal company functions and even sold commercially.

This course aims to implement a simple image processing system , and covers the AWS features necessary for implementation (S3 Bucket, Lambda, DynamoDB). By combining these concepts with the image processing Python package OpenCV, you can easily understand the fundamentals of AWS Serverless Systems through practical examples.


In this lecture
Knowledge sharers are 🚩

Kim Jung-hyun

I received my Ph.D. from Pusan National University in 2012 and have been actively researching computer vision ever since. I share my knowledge through https://www.marearts.com and http://study.marearts.com .

Q&A 💬

Q. Is AWS (Amazon Web Services) free?

It's practically free to use with the free tier. Even if you don't have the free tier, it's pay-as-you-go.

Q. Can I implement deep learning services with AWS?

AWS Lambda was originally designed to service lightweight systems under 50MB. Therefore, it's difficult to service AI Inference as is. Instead, it can be serviced through lightweight implementations like TensorFlow-lite, PyTorch Jit, or ONNX.

Q. Why learn AWS + Lambda + OpenCV?

Wouldn't it be fascinating if image processing libraries like OpenCV could be served as Lambda services? The possibilities are endless. By introducing the process of serving the OpenCV library as Lambda, I hope to demonstrate that it can be applied to anything.

💾 Please check before taking the class!

  • The operating system (OS) or hardware specifications used for the course are irrelevant. However, an environment capable of implementing Python is required. The course uses the free tool Visual Studio Code (VSCode).
  • Study materials can be found here (link)
  • You may add additional information or corrections to any errors.
  • Basic knowledge of Python and OpenCV is required.

Recommended for
these people

Who is this course right for?

  • Introduction to AWS services, image processing using Lambda

  • Creating an AWS Image Processing API

Need to know before starting?

  • Python

  • OpenCV

Hello
This is

9,108

Learners

62

Reviews

28

Answers

4.6

Rating

3

Courses

Curriculum

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19 lectures ∙ (2hr 8min)

Course Materials:

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Published: 
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Reviews

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3 reviews

4.7

3 reviews

  • excelc21님의 프로필 이미지
    excelc21

    Reviews 8

    Average Rating 4.5

    4

    95% enrolled

    빠르게 이해할 수 있어 좋아요

    • 똘똘이스머프님의 프로필 이미지
      똘똘이스머프

      Reviews 868

      Average Rating 5.0

      5

      100% enrolled

      강의 감사합니다.

      • 양동준님의 프로필 이미지
        양동준

        Reviews 7

        Average Rating 5.0

        5

        100% enrolled

        해당 강의는 이런 장점들이 존재합니다. 1. aws 콘솔UI 에서 작업한다. 2. 화면이 잘보인다. 3. ppt 가 존재한다. 4. 바로 적용하면서 만들어볼 수 있다. 5. 아쉬운 점이라면 aws sns sqs 같은 걸 섞는게 현업에서 사용하는 패턴이 아닐까 싶네요. opencv 같은 어려운주제라 아키텍쳐 자체가 조금 어려워질수밖에는 없는 것 같습니다.

        $26.40

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