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.
