Embed text reading and comprehension capabilities into your applications with Azure AI Immersive Reader, an Azure Applied AI Service. It builds on top of Azure AI Services to accelerate implementation of an AI-powered solution that helps users of any age and reading ability with reader tools and features like reading aloud, translating languages, and focusing attention through highlighting and other design elements. Azure is the only major cloud provider offering this type of text-reading techno
Improve the accuracy of your machine learning models with publicly available datasets. Save time on data discovery and preparation by using curated datasets that are ready to use in machine learning workflows and easy to access from Azure services.
Marian is an efficient, free Neural Machine Translation framework written in pure C++ with minimal dependencies. It is mainly being developed by the Microsoft Translator team. Many academic (most notably the University of Edinburgh and in the past the Adam Mickiewicz University in Poznań) and commercial contributors help with its development.
Build Web3 solutions with trusted Azure products, developer tools, and security services.
MSIX Installer is a lightweight Windows utility for signing and installing MSIX, MSIXBundle, APPX, and APPXBundle packages. Simply drag a package into the application or select it using the Choose File button. The app prepares a local signing certificate, signs the selected package, verifies the signature, and installs it for the current Windows user. The entire process runs locally on your computer. Selected packages are not uploaded to external servers. Key features Drag-and-drop package se
Auto Georeferencer is a modern desktop application that automatically aligns aerial photographs, satellite imagery, scanned maps, and raster datasets with online map services. Simply drag and drop your image, position it approximately over the correct location, and let the application determine the precise geographic transformation. The application combines AI-assisted feature matching with classical computer vision algorithms to achieve accurate georeferencing while processing all image data l
Dino AI Trainer is a desktop application for training, testing, and running modern object detection models directly on your own PC. The app is designed for users who want to work with DINO-style AI models, detection workflows, custom datasets, and local training without relying on cloud services. With Dino AI Trainer, you can prepare datasets, select model checkpoints, start training runs, test detection results, and manage AI workflows from one graphical desktop interface. The application is e
Tile Server Setup is a native Windows desktop application for hosting raster maps as a local XYZ tile service. It is designed for GIS professionals, developers, researchers, and anyone who needs to quickly publish map tiles from their own computer without relying on external cloud services. The application includes an integrated interactive preview, allowing you to verify your map immediately after starting the server. Large datasets can be served efficiently using the bundled GDAL environment,
As cyberattacks increasingly target companies of all sizes, the need for comprehensive cybersecurity measures has never been greater. Agility Recovery is your trusted ally in preparing your business and workforce to handle cyber threats effectively while maintaining regulatory compliance. Cyber resilience solutions are available individually or bundles to build a top-tier program that protects your business from both current and emerging threats.
Semantic Kernel allows you to seamlessly implement advanced LLM technology into your applications, upgrading your coding capabilities.
Setup Studio is a native Windows application for creating setup packages with a clear, script-based workflow. It helps you define your installer project, configure application details, choose installation settings, and build setup packages for your applications — all in one lightweight desktop tool. With Setup Studio, you can manage important installer options such as app information, output paths, installation folders, shortcuts, and package behavior in an easy-to-edit project script. This ma
Virtual Cables from DAC makes audio routing between compatible DACs, audio interfaces, and Windows audio devices easier to understand and control. The application detects available hardware loopback, return, and Stereo Mix endpoints, pairs their inputs and outputs, and presents them in a clear table. Active pairs are temporarily renamed to names such as “Audio Kabel One Input” and “Audio Kabel One Output,” making them easier to identify in recording, streaming, communication, and music applicati
InDoc EDGE is an enterprise cloud document management system (DMS) for organizations in regulated industries: banking and finance, healthcare, the public sector, logistics, manufacturing and insurance. InDoc EDGE combines document management, business processes, e-signing and certified e-archiving in a single system. Every document stays under control through its full lifecycle, from capture and drafting through review, approval and signing to compliant long term archiving and disposal. Access