AI

Worum geht es in dem Projekt? Wir bei atwork haben zurzeit ein superspannendes Projekt mit dem Titel “AI for Good” laufen, für das wir Deine Mithilfe benötigen. Wir haben ein Software-Tool entwickelt, mit dem es möglich ist mittels Künstlicher Intelligenz (KI) Gebärdensprache automatisch in Untertitel etwa in Microsoft Teams oder Zoom Onlinemeetings zu übersetzen. Damit das auch wirklich gut funktioniert, benötigen wir GebärdensprecherInnen für die Österreichische Gebärdensprache (ÖGS), die mit uns gemeinsam kurze Videos einiger Basisgebärden aufnehmen. Zu Beginn werden wir rund 50 Gebärden aufnehmen, mit denen wir unser KI-Model trainieren und optimieren wollen. Zu einem späteren Zeitpunkt wollen wir das Trainingsdaten-Set auf rund 500 Gebärden erweitern. ...

Microsoft AI Labs has some nice projects to try out on their website. One is the Sketch2Code project. “Sketch2Code uses AI to convert hand-written drawings to working HTML prototypes.” Let´s try it out! The Microsoft AI Lab projects website shows a bunch of interesting projects. Some of them are probably known, others are worth to explore. The Sketch2Code website informs about the project: Transform any hands-drawn design into a HTML code with AI. Kindly, there´s also a lab that demonstrates how to use Azure Custom Vision to create an application that is capable of transforming a hand-drawn user interface into valid HTML markup available at Sketch2Code Lab! ...

Microsoft’s Artificial Intelligence (AI) allows to analyze large amount of data, even interpreting and indexing handwritten documents and learning key topics. In the Microsoft AI.Lab, engineers combined Azure Search and Cognitive Services to analyze more than 34,000 pages and scanned evidence photos related to the assassination of US president John F. Kennedy in 1963 that went public. Read more about burning questions and see the results online. Many secret JFK files have been released in 2017, but there were too much information and too much unstructured data to go through. So, modern technology helps to analyze the data and to deliver relevant details. The Microsoft AI.Lab project is using Cognitive Search that is powered by Azure Search with built in Cognitive Services: “It pulls data from almost any data source and applies a set of composable cognitive skills which extract knowledge”. This approach allows to get answers and relationships in context with the original documents. ...

Azure Cognitive Services offer a bunch of services. One is the Sentiment Analysis API that allows to analyze unstructured text for tasks such as sentiment analysis based on Microsoft machine learning algorithms. See the first steps how to use that here. The test works in the same way with Postman as in the previous article.The goal here is to analyze some text to get a positive or negative result of the meaning. ...

Cloud services help to automate simple and complex processes. For analyzing a picture, the Microsoft Cognitive Services offer a bunch of services like the Vision API, (Custom) Computer Vision, Face API, Video Indexer an more. Follow this first sample with Postman to start with the Vision API. Azure Cognitive Services can be integrated easily in custom processes and apps. A good starting point is Cognitive Services APIs web page on Azure. ...