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Deploy Azure Cognitive Services on-premises and on the edge with container support in Cognitive Services. Cognitive Services containers allow developers to use the same intelligent APIs that are available in Azure, but with the flexibility that comes with Docker containers.
New enhancements include Logo Detection in Custom Vision Service and Translation improvements.
New regions are now available for Azure Cognitive Services. The Content Moderator, Computer Vision, Face, Translator Text, and Language Understanding (LUIS) Services are now generally available in US Government regions.
Speech service is now generally available, combining the following capabilities in one service: speech-to-text; text-to-speech; custom speech; and speech translation.
Version 0.5.0 of the Speech SDK for Cognitive Services has been released with support for UWP, .NET Standard, and Java; feature updates; and bug fixes.
Cognitive Services Speech SDK 0.4.0 has been released with additional functionalities of audio input stream support and detailed output format support, along with bug fixes.
Custom Vision Service API aims to identify trained objects and show their location within images.
Computer Vision API represents a collection of state-of-the-art image-processing algorithms, designed to return information based on visual content and to help generate suitable thumbnails.
Bing Visual Search API is a new service that delivers intelligent image understanding capabilities from Bing.
The Bing Statistics add-in provides metrics such as call volume, top queries, API response, code distribution, and market distribution.
Bing Custom Search API is an easy-to-use, ad-free search solution that lets you build a search experience and query content on your website or across a selected set of websites or domains.
Language Understanding (LUIS), a machine learning-based service, offers simple tools to build your own language understanding models (intents/entities) to help any bot or app provide natural language-based user interactions.
QnA Maker API provides a web-based service to train AI to respond to questions in a natural, conversational way.
Microsoft Speech Services, with an important set of updates, lets you access speech-to-text, text-to-speech, and speech translation APIs in one unified offer on the Azure portal.
Preview version 12.0.0-beta of the Azure SDK for Go is now available to help you use Azure services from Go applications. To get it, run `go get -u github.com/Azure/azure-sdk-for-go/...` or use dep.
Custom Vision Service will soon be available in public preview. It's a new, easy-to-use, customizable web service that will learn to recognize specific content in imagery, powered by state-of-the-art machine-learning neural networks that become smarter with training.
Video Indexer will soon be available free in preview. This new service will represent one of the industry’s most comprehensive video AI services.
Custom Decision Service will soon be available in preview. This new service will help you create intelligent systems with a cloud-based contextual decision-making API that will adapt with experience.
Bing Custom Search, soon to be in preview, will let you create a highly-customized web search experience that will deliver better and more relevant results through a commercial grade service. Featuring a straightforward user interface, Bing Custom Search will enable you to create your own web search engine without a line of code.
Custom Speech Service (formerly the Custom Recognition Intelligent Service) will let you customize Microsoft's speech-to-text engine.
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