Skip to content

Image Recognition as a Service is a scalable #AWS-powered web app that exposes a deep learning model via REST API, using EC2 auto-scaling and load balancing to handle image input and return predictions efficiently.

License

Notifications You must be signed in to change notification settings

aimaster-dev/image-recognition-service

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Image Recognition as a Service


Problem Description 📋

⚡️ The project aims at building an elastic web application that can automatically scale out and scale in on-demand and cost-effectively by using cloud resources.
⚡️ The resources used were from Amazon Web Services. It is an image recognition application exposed as a Rest Service to the clients to access.
⚡️ The application takes the images and returns the predicted output by the deep learning model by using the AWS resources for computation, transportation, and storage. So the tasks involved designing the architecture, implementing RESTful Web Services, a load balancer that scales in and scales out EC2 instances at App Tier according to the demand of the user.


About

Image Recognition as a Service is a scalable #AWS-powered web app that exposes a deep learning model via REST API, using EC2 auto-scaling and load balancing to handle image input and return predictions efficiently.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published