Object Detection using Azure Cognitive Services

Disclaimer

This is a student project for the cloud computing course of the University of Applied Sciences Upper Austria.

Requirements

• .NET Core 2.2 SDK
• Azure CLI
• Node.js
• Angular CLI

Required Azure Services:

• Azure Cosmos DB account
• Cognitive Services
• Azure Functions App Service
• Storage Account

Deployment

Rename App.sample.config to App.config in Logic/ and DAL/ and set the values accordingly.

Create the services by running install.azcli.

Deploy the functions with:

ressourceGroup='rg_clc3_project'
functions='clc3Functions' 

# build the project
cd FunctionApp
dotnet publish -c Release
cd ..
# zip the project
[io.compression.zipfile]::CreateFromDirectory("FunctionApp/bin/Release/netcoreapp2.2/publish", "publish.zip")
# deploy the project
az functionapp deployment source config-zip `
    -g $ressourceGroup -n $functions --src 'publish.zip'

Enable static Website for Storage Account:

storageAccount='clc3staticwebstorage'
az storage blob service-properties update --account-name $storageAccount --static-website --404-document 'index.html' --index-document 'index.html'

Deploy the client:

storageAccount='clc3staticwebstorage'
cd ImageWeb
ng build --prod
cd ..
az storage blob upload-batch -s 'ImageWeb/dist/ImageWeb/' -d \$web --account-name $storageAccount