Visual AI in
Defense
Streamline defense AI development by turning complex visual data into mission-ready machine learning models and vision AI systems.
Benefits

Build defense solutions with Voxel51

FiftyOne helps AI builders manage visual data throughout the development process. Instead of using fragile, homegrown solutions, or inflexible, bloated offerings, AI teams get precisely the tools they need to explore, visualize, and curate high-quality datasets while evaluating computer vision models—in one secure, flexible, and scalable platform.
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improve productivity
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increase accuracy & reliability
Use cases

Mission-critical defense applications of visual AI

FiftyOne streamlines how teams handle data in visual AI development. By automating data management and providing tools to explore, visualize, and evaluate computer vision models, it helps developers build reliable AI solutions faster – even when working with massive datasets from various sources.
Reconnaissance & threat detection
Build solutions that process multispectral data from satellites, drones, cameras, and sensors to identify, alert, and track potential risks and changes.
Damage detection & assessment
Build visual AI applications that can quickly assess and characterize damage to assets and targets from a combination of geospatial, imaging, and other data.
Autonomous navigation
Develop computer vision and AI applications that enable autonomous navigation for drones and other vehicles that can understand and adapt to real-world conditions, from the base to the battlefield.
Security monitoring
Power applications that process surveillance video, images and scans to detect intrusions and suspect behavior to identify and alert on risks and threats.
Search and rescue
Deploy applications that process multiple data sources to rapidly locate and assess conditions of people and resources in dynamic environments.
Product assembly & manufacturing
Computer vision brings high precision to automated manufacturing quality controls, as well as the loading, preparation, and assembly of raw materials processed by machines.
features

Supports all popular vision tasks and media types

Use FiftyOne to store metadata about your samples, like annotations and model predictions, so you can easily pinpoint and optimize scenarios of interest whenever needed.
  • Classification
  • Detection
  • Segmentation
  • Polygons and polylines
  • Keypoints
  • Pointclouds
  • Heatmaps
  • Geolocation
  • Embeddings
  • Multiview datasets
  • Images, videos, and 3D data
Why FiftyOne

Key capabilities of FiftyOne

Fully secure

Deploy in networked or fully isolated, air-gapped environments and integrate with your preferred auth solution to support the highest levels of security

Multimodal data

Bring together actual and synthetic image, video, radar, lidar, SAR, and other visual and spatial data for refinement and curation in an integrated environment

Data exploration

Search, view, slice, and dice data to quickly and easily pinpoint samples and scenarios that match your criteria and needs

Dataset curation

Create and refine high-quality datasets for use throughout model development for tuning and evaluation across the full range of scenarios and conditions

Workflow automation

Automate AI/ML operations with prebuilt workflows and custom plugins, including scheduling on a connected GPU/CPU cluster

Flexibility & extensibility

Utilize our library of existing plugins or create your own to fully customize and extend capabilities to fit your specific needs

Natural language interaction

Use the VoxelGPT plugin to find answers, explore, and organize your data, and get helpful AI/ML tips and docs, using natural language

Team collaboration

Safely collaborate at all stages of development, within and across teams, by sharing curated datasets, views, and analyses securely among team members

Data eats models for lunch

Talk to our computer vision experts to start building better datasets and models.
Computer Vision Use Cases in the Defense Sector