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.
Presentation Translator is a PowerPoint add-in that lets you add live subtitles to your presentation, and translate the text in your PowerPoint document.
Microsoft Eye Drive is a virtual joystick that you control using only your eyes. Eye Drive started in 2017 as a collaboration between Team Gleason (opens in new tab) and Microsoft, and was kicked off…
nlg-eval Evaluation code for various unsupervised automated metrics for NLG (Natural Language Generation). It takes as input a hypothesis file, and one or more references files and outputs values of metrics. Rows across these files…
This is a client which provides LTE access, via a small/femto cell, by communicating with a TVWSDB to negotiate a spectrum.
Hybrid Reward Architecture (HRA) code for the first experiment in the paper located at https://arxiv.org/abs/1706.04208 (opens in new tab).
The Embedded Learning Library (ELL) allows you to design and deploy intelligent machine-learned models onto resource constrained platforms and small single-board computers, like Raspberry Pi, Arduino, and micro:bit. The deployed models run locally, without requiring…
This template shows how to incorporate a vega-lite specification as a PowerBI custom visual.
Neural Phrase-based Machine Translation (NPMT) explicitly models the phrase structures in output sequences using Sleep-WAke Networks (SWAN), a recently proposed segmentation-based sequence modeling method. To mitigate the monotonic alignment requirement of SWAN, we introduce a…
