Research Tools: code, datasets, & models
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.
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WWMX Story Viewer
The WWMX Story Viewer will allow you to view stories authored on the WWMX Client application. These stories are sequences of digital photos, together with text annotations and maps of photo locations. The Story Viewer…
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Microsoft Scalable Fabric
Scalable Fabric is a task management system for the Windows desktop. A central focus area, defined by you, contains windows that behave in the traditional way. When you drag a window into the periphery, it…
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Microsoft Audio Watermarking Tool
This tool is based upon the publication: D. Kirovski and H.S. Malvar. Spread Spectrum Watermarking of Audio Signals. IEEE Transactions on Signal Processing, Vol.51, (no.4), pp.1020–33, 2003. As mentioned in the publication, it displays solid…
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SXM: C# Software Transactional Memory
Software Transactional Memory (STM) is an API for multithreaded computation in which shared data is synchronized without using locks. Threads synchronize by means of memory transactions, short-lived computations that either commit (take effect) or abort…
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SharpSAT Managed Code Benchmark
SharpSATbench is a CLI managed-code benchmark based on a clause-based satisfiability solver where the logic formula is written in Conjunctive Normal Form. SharpSATbench is compute-intensive, requiring a moderate-sized heap. There are 10,900 lines of code…