and verify that site is runningĬode changes are described in respective steps: Create zip archive with contents of "StepN" folder, except for node_modules folder.Local development is the same for all the steps:Īzure deployment is the same for all the steps: public/js/app.js - WebApp Javascript logic.public/index.html - WebApp HTML template.Click on "Prediction URL" to see your credentialsĪpplication based on code from NodeJS app on Azure example.Fill-in model name, select "RPSCustomVision_Prediction" as prediction resource and click "Publish".Open "Performance" tab, select finished iteration and click "Publish".Select "Advanced Training" for 1 hour and click "Train".Assign correct tag and click "Save and close".Select "Quick Training" and click "Train".
Repeat for the other folders, wait until all images are uploaded.Add images, select appropriate tag (e.g.In Custom Vision project click "Add images".Fill-in the form (Name - "RPS", Resource - "RPSCustomVision", Project Type - "Classification", Classification Types - "MMulticlass", Domains - "General") and click "Create project".This will enable build step when we deploy our NodeJS application laterĬustom Vision Sign in using created Azure account Setting name is "SCM_DO_BUILD_DURING_DEPLOYMENT" and value "true" Open your new Web App, go to "Configuration" -> "Application Settings"
Open your resource group and verify that you have the following resources: App Service Plan, App Service and two Cognitive Services Select "Dev / Test" plan and "F1" pricing tier, then click "Apply" Search for "Web App" in the Marketplace and click on itįill-in the form (Subscription -, Resource group name - "RPS_ResourceGroup", Name -, Publish - "Code", "Runtime stack" - "Node 12", Operating system - "Windows", Region - "West Europe") and click "Change size" for App Service Plan Open your resource group and verify that you now have two resources with "Cognitive Service" type and click "Add" to add another resource Search for "Custom Vision" in the Marketplace and click on itįill-in the form (Name - "RPSCustomVision", Subscription -, Resource group - "RPS_ResourceGroup", Location - for training and predition - "West Europe", Pricing tiers for training and predition - "F0") and click create. Wait until resource group is create and click "Go to resource group"
Open "Resource groups" module and add new resource groupįill-in the form (Subscription -, Resource group - "RPS_ResourceGroup", Region - "West Europe") Setup Azure Subscription Open Azure Portal - Create a new resource group
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