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

  • 2025 Security LeadHER Conference Program Announced

    ASIS International and the Security Industry Association (SIA) – the leading membership associations for the security industry – have announced details for the 2025 Security LeadHER conference, a special event dedicated to advancing, connecting and empowering women in the security profession. The third annual Security LeadHER conference will be held Monday, June 9 – Tuesday, June 10, 2025, at the Detroit Marriott Renaissance Center in Detroit, Michigan. This carefully crafted program represents a comprehensive professional development opportunity for women in security this year. To view the full lineup at this year’s event, please visit securityleadher.org. Read Now

    • Industry Events
  • Report: 82 Percent of Phishing Emails Used AI

    KnowBe4, the world-renowned cybersecurity platform that comprehensively addresses human risk management, today launched its Phishing Threat Trend Report, detailing key trends, new data, and threat intelligence insights surrounding phishing threats targeting organizations at the start of 2025. Read Now

  • NRF Supports Federal Bill to Thwart Retail Crime

    The National Retail Federation recently announced its support for the Combating Organized Retail Crime Act of 2025. The act was introduced by Chairman Chuck Grassley, R-Iowa, Senator Catherine Cortez Masto, D-Nev., and Representative Dave Joyce, R-Ohio. Read Now

  • ISC West 2025 Brings Almost 29,000 Industry Professionals to Las Vegas

    ISC West 2025, organized by RX and in collaboration with the Security Industry Association, concluded at the Venetian Expo in Las Vegas last week. The nation’s leading comprehensive and converged security event attracted nearly 29,000 industry professionals and left a lasting impression on the global security community. Over five action-packed days, ISC West welcomed more than 19,000 attendees and featured 750 exhibiting brands. Read Now

    • Industry Events
    • ISC West
  • Tradeshow Work Can Be Fun

    While at ISC West last week, I ran into numerous friends and associates all of which was a pleasant experience. The first question always seemed to be, “How many does this make for you?” Read Now

    • Industry Events
    • ISC West

New Products

  • HD2055 Modular Barricade

    Delta Scientific’s electric HD2055 modular shallow foundation barricade is tested to ASTM M50/P1 with negative penetration from the vehicle upon impact. With a shallow foundation of only 24 inches, the HD2055 can be installed without worrying about buried power lines and other below grade obstructions. The modular make-up of the barrier also allows you to cover wider roadways by adding additional modules to the system. The HD2055 boasts an Emergency Fast Operation of 1.5 seconds giving the guard ample time to deploy under a high threat situation.

  • Connect ONE’s powerful cloud-hosted management platform provides the means to tailor lockdowns and emergency mass notifications throughout a facility – while simultaneously alerting occupants to hazards or next steps, like evacuation.

    Connect ONE®

    Connect ONE’s powerful cloud-hosted management platform provides the means to tailor lockdowns and emergency mass notifications throughout a facility – while simultaneously alerting occupants to hazards or next steps, like evacuation.

  • 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.