Decision – Computer Vision

Decision

This service helps developers add recommendations for users to refer to when making decisions. With this availability, a user can make much better decisions.

The following are the types of decision-making services Azure provides:

• Personalizer service: This service allows the applications to ensure the best user experience by using APIs to recommend options to users when they are confused. These options are entirely personalized and based on users’ legal feedback and reaction to products. In addition, a reward score is set for the service to make it aware of any improvements needed in the context of personalization.
• Anomaly detector: This service detects any anomalies in the user’s data. The irregularities are recorded through dips and spikes in various data fields.
• Content moderator: As the name suggests, this service finds any strong content and dilutes it for the user by removing it.

OpenAI Service

This service is for anything that has to do with understanding or making code from natural language. You can also embed your own model, and OpenAI has a long list of flexible models that are ranked differently based on how powerful they are. Creating original content, semantic searches, and classification of things can all be done using this service.

Exquisite language models like GPT-3, Codex, and Embeddings are made easily available through REST APIs in OpenAI. With the preceding models, it’s easy to do things like write critical content, summarize it, figure out what it means, or even turn a natural language into code. On top of it, the accessibility of this service is made quite easy as you can use it from three different sources: REST APIs, Python SDKs, or Azure’s web-based interface in Azure OpenAI Studio.

OpenAI GPT-3, Codex, and DALL-E models and Azure’s security and enterprise promise are all part of the Azure OpenAI Service. Azure OpenAI and OpenAI work together to make sure that the APIs are compatible and that moving from one to the other is easy. Microsoft Azure customers who use Azure OpenAI get the security capabilities of Microsoft Azure while running the same models as OpenAI. Azure OpenAI provides private virtual networking, supported in three regions (the East US, South Central US, and West Europe), and responsible AI content filtering.