liveBook · Manning

Vision Studio

As explained in Microsoft Azure in Action

Vision Studio is Microsoft's browser-based interface for experimenting with and invoking Azure vision capabilities.

Vision Studio is a browser-based, low-code workspace for experimenting with Azure vision capabilities. It helps teams analyze images without writing CLI scripts and supports custom classifier training when standard image analysis is not specific enough. section 7.3.1 section 7.3.2

A typical workflow looks like this:

  • Open a Computer Vision resource in the Azure Portal and choose Go to Vision Studio. section 7.3.1
  • Select Image Analysis, upload an image or paste a public URL, and review tags, descriptions, and confidence scores. section 7.3.1
  • For specialized categories, create a Custom Vision project, label example images, choose a classification type and domain, then train the model. section 7.3.2
  • Test new images through the resulting prediction endpoint, or download raw JSON from image analysis. section 7.3.1 section 7.3.2

Banning Books cover catalog

A catalog team can analyze cover images for automatic tags and descriptions, then train labels such as RetroFuturismCover or CircuitBoardCover to power visual browsing and recommendations. section 7.3.1 section 7.3.2

Figure 7.1 Use the Vision Studio templates to analyze images.

Use the Vision Studio figure to see the template-driven path for analyzing images. section 7.3.1

How Microsoft Azure in Action covers it

How deep it goes
Walks through portal actions, labeling, training, and endpoint testing, while deferring model internals.
Examples
Uses cover-image tags, descriptions, confidence scores, labeled stylistic categories, and prediction endpoints.
What it assumes
Requires an Azure vision resource, authentication key, reachable image, and labeled examples for custom training.
What you can do after
Operate/configure it to analyze images, train classifiers, inspect results, and test predictions.
How it connects
Connects Computer Vision, Custom Vision, Azure Portal, Azure CLI, REST API, and Blob Storage.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Microsoft Azure in Action. The section links point to the parts of the book it draws on.