Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
RIoT Reference Architecture
Robust, Resilient, Recoverable Internet of Things (RIoT), from Microsoft Research, is an architecture for providing foundational trust services to computing devices. Device Identity Composition Engine (DICE) is an industry hardware/firmware standard that is the foundation…
Arbitrary Style Transfer with Deep Feature Reshuffle
Deep Feature Reshuffle is a technique to using reshuffling deep features of style image for arbitrary style transfer. It connects both global and local style constrain respectively used by most parametric and non-parametric neural style…
Microsoft Quantum Development Kit Samples
These samples demonstrate the use of the Quantum Development Kit for a variety of different quantum computing tasks. Most samples are provided as a Visual Studio 2017 C# or F# project under the QsharpSamples.sln solution.
Windows vision skill Skeletal Detector API
Microsoft released the preview of Windows Vision Skills, a set of NuGet packages that make it easy for application developers to solve complex computer vision problems using a simple set of APIs. Three skills are…
Gen Encoder
Gen Encoder is a deep learning model that generically represents (embeds) search queries and questions based on their user intents. It leverages large scale user interaction data in Bing to learn this state-of-the-art intent-oriented representation.…
F# implementation of Synthetic Biology Open Language (SBOL) Data Model
FSBOL is an F# implementation of the Synthetic Biology Open Language (SBOL) Data Model.
F# for Jupyter Notebooks
This implements F# for Jupyter notebooks. View the Feature Notebook for some of the features that are included.
Reasoning Engine for Interaction Networks
The Reasoning Engine for Interaction Networks (RE:IN) is a tool that runs online in your web browser, which is designed for the synthesis and analysis of biological programs. Specifically, it encapsulates a methodology that uses…