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After you create an app, you can enable visualization output
during the deployment step. Then, view the output stream.
Deploy an app with visualization output enabled
After you have built an end-to-end application with all the necessary
components you must deploy the app to start using it. When you deploy, you have
the option to enable visualization.
Console
Open the Applications tab of the Vertex AI Vision dashboard.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Enable and view Visualization output\n\nAfter you [create an app](/vision-ai/docs/build-app), you can enable visualization output\nduring the deployment step. Then, view the output stream.\n\nDeploy an app with visualization output enabled\n-----------------------------------------------\n\nAfter you have built an end-to-end application with all the necessary\ncomponents you must deploy the app to start using it. When you deploy, you have\nthe option to enable visualization. \n\n### Console\n\n1. Open the **Applications** tab of the Vertex AI Vision dashboard.\n\n [Go to the Applications tab](https://console.cloud.google.com/ai/vision-ai/applications)\n2. Find your application from the list and, next to it, select\n **View app**.\n\n3. From the application graph builder page, click **Deploy**.\n\n4. In the **Deploy application** menu that opens, select any other options\n that apply and check_box\n **Enable visualization**.\n\n5. Choose the input you want to visualize from the drop-down\n menu below the checkbox option.\n\n6. Click **Deploy**.\n\n After\n deployment, green check marks appear next to the nodes.\n\nView output visualization\n-------------------------\n\nAfter an app has been deployed for some minutes, you can access a visualization of the selected input. \n\n### Console\n\n1. Open the **Applications** tab of the Vertex AI Vision dashboard.\n\n [Go to the Applications tab](https://console.cloud.google.com/ai/vision-ai/applications)\n2. Find your application from the list and, next to it, select\n **View app**.\n\n3. From the application graph builder page, click\n insert_chart_outlined**View Output Visualization**.\n\n You're then prompted to select the input and processor to visualize.\n4. Select **View** to be directed to a stream page and view\n the visualization stream.\n\nWhat's next\n-----------\n\n- Read instructions about how to begin data ingestion from an app's input stream in [Create and manage streams](/vision-ai/docs/create-manage-streams#ingest-videos).\n- Learn how to list apps and view a deployed app's instances in [Managing applications](/vision-ai/docs/manage-app).\n- Learn how to read app input data from an ingestion stream or analyzed model output data in [Read stream data](/vision-ai/docs/read-stream)."]]
