
OpenCV + WebApp (Making a Face Eye Detection Web App)
Jeonghyun Kim
Let's create a web app that uploads an image and uses OpenCV to process it and detect faces.
Basic
Django, Web Application, 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.
207 learners
Level Basic
Course period Unlimited

AWS APIgateway, S3 bucket, DanymoDB, Lambda
OpenCV + AWS Lambda Service
Adding OpenCV to AWS Serverless Systems!
Create an image processing system easily.
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.
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. 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!
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
All
19 lectures ∙ (2hr 6min)
Course Materials:
All
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This course has the following advantages. 1. Works in the AWS console UI. 2. The screen is visible. 3. There is a PPT. 4. You can create it by applying it right away. 5. The only regret is that mixing things like AWS sns sqs seems to be a pattern used in the field. Since it is a difficult topic like OpenCV, the architecture itself seems to be a bit difficult.
$26.40
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