With NVIDIA Cosmos Curator, Milestone Announces Platform to Enable Access to Data and Train AI Models

AI developers across the globe share the challenge of finding sufficient high-quality, accurate and reliable video data to train visual AI models. Today, Milestone Systems announces Project Hafnia to build services and democratize AI-model training with high-quality, compliant video data leveraging NVIDIA Cosmos Curator and AI model, fine-tuning microservices.

Leveraging the NVIDIA platform, Milestone Systems’ Project Hafnia is aiming to be a leading service for data generators, to share and utilize their data, and for developers, to access traceable and regulatory-compliant annotated video data.

Milestone’s goal is to put the latest advances in Vision Language Models (VLM) and supporting data curation capabilities in the hands of as many developers as possible. One of the first service offerings is a VLM, fine-tuned using NVIDIA fine-tuning microservices on a large volume of compliant transportation data, curated using NVIDIA Cosmos Curator.

The VLM’s accuracy and performance optimizations are tuned for running on NVIDIA GPUs and in NVIDIA’s video search and summarization (VSS) AI blueprint.

“By leveraging the NVIDIA platform, Milestone Systems is helping accelerate this next wave of powerful visual services,” says Deepu Talla NVIDIA Vice President and General Manager — Embedded and Edge Computing. “The next phase in development and adoption of visually perceptive Agentic AI services will be unlocked by recipes like NVIDIA VSS blueprint combined with widely available and accessible fine-tuned VLM models,” he says. Milestone Systems, a global leader in data-driven video technology and analytics, is aggregating compliant data through its global network of partners and customers in video data management. These organizations seek to leverage their own data to develop smarter analytics and will be able to benefit from the platform, which can be utilized to train AI models on sufficient, compliant data.

“Artificial intelligence is our generation’s biggest game-changer. A major challenge for the ongoing development is having access to enough high-quality data for training AI models. The Project Hafnia platform will collect and curate data with the aspiration to be the world's smartest, fastest and responsible platform for video data and training of AI models,” says Thomas Jensen, CEO of Milestone Systems.

Additionally, Project Hafnia will remove major friction points and provide smooth and seamless access to data. Driven by NVIDIA Cosmos Curator data curation, the service will speed up developing AI and analytics – up to 30 times faster than today’s standards.

Milestone Systems will offer two services:

A cutting-edge service for AI model training with high-quality video data through Training as a Service, where software developers can access quality data to train AI-models

A new Visual Language Model as a Service for smart city transportation and Intelligent Traffic Service use-cases that will be industry leading in performance.

With new high-quality data and improved annotation, future analytic software for applications such as traffic management, manufacturing, airports, law enforcement, and business could achieve accuracy high enough to enable large-scale automation of operations and surveillance like never before.

By leveraging the NVIDIA platform, Milestone Systems has taken the first step in developing a market leading traffic and transportation Visual Language Model (VLM). The model supports a range of use cases, including general traffic assessments, driving condition evaluations, alert validation, and incident reporting.

Project Hafnia is initially launching as a pilot, with developers having the opportunity to sign up for early access at https://hafnia.milestonesys.com/joinwaitlist. The platform will initially focus on video data from traffic with plans to broaden the scope once fully live. Milestone Systems owns and manages the platform.

Featured

  • Security Today Announces The Govies Government Security Award Winners for 2025

    Security Today is pleased to announce the 2025 winners in The Govies Government Security Awards. The awards honor outstanding government security products in a variety of categories. Read Now

  • Survey: 60 Percent of Organizations Using AI in IT Infrastructure

    Netwrix, a cybersecurity provider focused on data and identity threats, today announced the release of its annual global 2025 Cybersecurity Trends Report based on a global survey of 2,150 IT and security professionals from 121 countries. It reveals that 60% of organizations are already using artificial intelligence (AI) in their IT infrastructure and 30% are considering implementing AI. Read Now

  • New Research Reveals Global Video Surveillance Industry Perspectives on AI

    Axis Communications, the global industry leader in video surveillance, has released its latest research report, ‘The State of AI in Video Surveillance,’ which explores global industry perspectives on the use of AI in the security industry and beyond. The report reveals current attitudes on AI technologies thanks to in-depth interviews with AI experts from Axis’ global network and a comprehensive survey of more than 5,800 respondents, including distributors, channel partners, and end customers across 68 countries. The resulting insights cover AI integration and the opportunities and challenges that exist with regard to security, safety, business intelligence, and operational efficiency. Read Now

  • SIA Urges Tariff Relief for Security Industry Products

    Today, the Security Industry Association has sent a letter to U.S. Trade Representative Jamieson Greer and U.S. Secretary of Commerce Howard Lutnick requesting relief from tariffs for security industry products and asking that the Trump administration formulate a process that allows companies to apply for product-specific exemptions. The security industry is an important segment of the U.S. economy, contributing over $430 billion in total economic impact and supporting over 2.1 million jobs. Read Now

  • Report Shows Cybercriminals Continue Pivot to Stealthier Tactics

    IBM recently released the 2025 X-Force Threat Intelligence Index highlighting that cybercriminals continued to pivot to stealthier tactics, with lower-profile credential theft spiking, while ransomware attacks on enterprises declined. IBM X-Force observed an 84% increase in emails delivering infostealers in 2024 compared to the prior year, a method threat actors relied heavily on to scale identity attacks. Read Now

New Products

  • Compact IP Video Intercom

    Viking’s X-205 Series of intercoms provide HD IP video and two-way voice communication - all wrapped up in an attractive compact chassis.

  • Automatic Systems V07

    Automatic Systems V07

    Automatic Systems, an industry-leading manufacturer of pedestrian and vehicle secure entrance control access systems, is pleased to announce the release of its groundbreaking V07 software. The V07 software update is designed specifically to address cybersecurity concerns and will ensure the integrity and confidentiality of Automatic Systems applications. With the new V07 software, updates will be delivered by means of an encrypted file.

  • Camden CV-7600 High Security Card Readers

    Camden CV-7600 High Security Card Readers

    Camden Door Controls has relaunched its CV-7600 card readers in response to growing market demand for a more secure alternative to standard proximity credentials that can be easily cloned. CV-7600 readers support MIFARE DESFire EV1 & EV2 encryption technology credentials, making them virtually clone-proof and highly secure.