Discover Hafnia
Hafnia is a developer-first platform for computer vision teams, providing compliant, high-quality video data, VLM API, and tooling to accelerate responsible AI development.
Build responsible computer vision solutions faster
Move from idea to production faster with responsibly sourced real-world video data, specialized models and training infrastructure built for traffic, mobility, and smart city environment.
Hafnia is a computer vision platform from Milestone Systems that removes the complexity of sourcing data, training models, and bringing video intelligence applications into production.
Spend less time preparing data. More time building.
Many computer vision projects begin with the challenge of: finding trustworthy, high-quality, and compliant video data. Hafnia helps you get started with:
Curated and annotated real-world video data, prepared to help you move from idea to model faster.
Responsibly sourced, privacy-protected datasets, with clear licensing, provenance, and data lineage, anonymized using brighter AI’s Deep Natural Anonymization technology
Specialized models designed for traffic, mobility, and urban environments, so you can focus on building applications instead of starting from scratch
How Hafnia helps you build faster
Access responsibly sourced real-world video data
Reduce the time spent sourcing, preparing, and annotating data with responsibly sourced, privacy-protected real-world video datasets.
Build with specialized Vision-Language Models
Add video intelligence to your application using ready-to-go specialized vision-language models (VLMs) fine-tuned on curated smart city video data.
Turn video into searchable summaries
Use XProtect Video Summarization, powered by Hafnia, to understand video faster by turning video clips into text summaries that help operators find relevant information efficiently.
Train and fine-tune models
Bring your own training scripts and we’ll bring the data and infrastructure. Select the GPU resources that match your needs, get a model trained on high quality, real world data, and track model performance without managing the full training environment.
Real-world AI needs real-world data
Hafnia makes responsibly sourced real-world video data accessible for AI development at scale, so developers can build, train, and deploy applications for safer and smarter cities.