This repository contains code for YOLO v3 Object detection and hosting the same on AWS (IaaS)
Amazon Web Services (AWS) is Amazon’s cloud web hosting platform offering compute power, storage, database, migration and lot many other functionalities that helps in building scalable, reliable, flexible and cost-effective solutions.
We deploy a YOLOV3 object identification model with 80 output classes.
So the various steps involved in deploying a model to AWS are as follows:
Train a Machine Learning Model
Serialize the ML Model
Create an AWS account
Launch a micro instance on AWS
Connect to AWS instance
Move the files to an AWS-EC2 instance
Install the requirements file in the instance
Start the Flask server
Test the output using POSTMAN