Prediction Endpoint

This Repository is a prediction endpoint for Reverse Image Search Engine. With the use of gitHub actions I have configured CI-CD on the main branch. If any changes happens in Main branch it will deploy it on ec2 instance.

Architectures

User Interface

Infrastructure Needed

1. GitHub Actions
2. Elastic Container Registry
3. S3 Bucket and Mongo
4. Elastic Cloud Compute

Project Setup

Get Aws Access Creds and update in Secrets.

export AWS_ACCESS_KEY_ID=<access-key>
export AWS_SECRET_ACCESS_KEY=<secret-key>
export AWS_REGION=<aws-region>

export AWS_BUCKET_NAME=<bucket-name>

export AWS_ECR_LOGIN_URI=<ecr-login-uri>
export ECR_REPOSITORY_NAME=<ecr-repository-name>

Cost Involved

EC2 Instance : 	2vCPUs $0.0928 	On-Demand Price/hr*
ECR Repository : Storage is $0.10 per GB / month for data stored in private or public repositories.
    Data Transfer IN : $0.00 per GB
    Data Transfer OUT **: $0.1093 per GB / Next 9.999 TB / month
S3 Standard: $0.025 per GB / First 50 TB / Month