Dino AI Trainer

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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 especially useful for computer vision projects where custom objects need to be detected in images or videos. The app focuses on local execution. Your files, datasets, images, videos, model checkpoints, and training outputs remain on your computer unless you manually choose to move, upload, or share them through external tools. Dino AI Trainer provides a practical environment for experimenting with object detection models, comparing results, and building custom detection pipelines. Whether you are testing a small dataset, training a custom detector, checking a model checkpoint, or running detection on local media, Dino AI Trainer gives you a desktop workflow for AI model training and inference.

Azure Data Explorer

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Every company has a mission. What's ours? To empower every person and every organization to achieve more. We believe technology can and should be a force for good and that meaningful innovation contributes to a brighter world in the future and today. Our culture doesn’t just encourage curiosity; it embraces it. Each day we make progress together by showing up as our authentic selves. We show up with a learn-it-all mentality. We show up cheering on others, knowing their success doesn't diminish our own. We show up every day open to learning our own biases, changing our behavior, and inviting in differences. When we show up, we achieve more together. Microsoft operates in 190 countries and is made up of more than 220,000 passionate employees worldwide.

Setup Studio

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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 makes it simple to create reproducible installer builds and maintain your setup configuration over time. Features Create installer projects with a script-based workflow Configure application information and publisher details Define installation paths and output locations Set up shortcuts and installer behavior Manage project settings in a clear text-based format Build native Windows setup packages for your applications Lightweight native desktop experience Why Setup Studio? Setup Studio is designed for developers and software creators who want a straightforward way to prepare Windows setup packages without unnecessary complexity. Its project-based approach makes installer creation easier to organize, edit, and reuse.

Privileged Access Management (PAM)

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Microsoft Purview Privileged Access Management (PAM is a security feature within Microsoft 365 designed to provide granular control over privileged administrative tasks. By implementing just-in-time (JIT access, PAM ensures that users receive only the necessary permissions for specific tasks, reducing the risk associated with standing administrative privileges. This approach enhances organizational security by minimizing potential exposure to sensitive data and critical configuration settings. Key Features and Functionality: - Just-in-Time Access: Users request time-bound access to perform elevated tasks, ensuring permissions are granted only when needed. - Approval Workflows: Access requests undergo a defined approval process, adding an extra layer of security and oversight. - Granular Access Control: Administrators can define policies that specify which tasks require elevated permissions and the conditions under which they can be performed. - Audit Logging: All privileged operations are logged, providing a comprehensive audit trail for monitoring and compliance purposes. - Integration with Microsoft Entra Privileged Identity Management (PIM: While PAM controls access at the task level, PIM manages role-based access, offering a layered security approach. Primary Value and Problem Solved: Privileged Access Management addresses the security challenges associated with standing administrative privileges. By enforcing JIT access and approval workflows, it mitigates the risks of unauthorized access, insider threats, and potential breaches. This ensures that organizations can maintain a robust security posture, comply with regulatory requirements, and protect sensitive information effectively.

Tile Server Setup

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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, while the built-in HTTPS support enables encrypted local connections. Key Features Serve local raster datasets as an XYZ tile server Integrated live map preview Automatic server start and stop Native C++ application with high performance Bundled WebView2-based preview Integrated GDAL tools for raster processing Local HTTPS support using native Windows Schannel Supports localhost and local network access Simple, modern user interface No cloud services required Works completely offline Ideal for GIS workflows, development, and testing Whether you are testing web mapping applications, preparing GIS projects, or sharing map tiles across your local network, Tile Server Setup provides a lightweight and efficient solution that runs entirely on your own computer while keeping your data under your control.

Dynamics 365 Finance

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Use Dynamics 365 Finance to monitor your global financial operations in real time, predict outcomes, and make data-driven decisions to drive business agility and growth.

MARIANNMT

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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.

Azure Open Datasets

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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.