Vision AI

Seeing more than what鈥檚 visible with computer vision

蘑菇视频 Allen is a leader and innovator in computer vision services, technologies, and solutions for critical missions and applications. Our Vision AI technology stack provides integrated software services to build, deploy, and operate state-of-the-art computer vision models in the cloud, secure environments, and the disconnected edge. By leveraging best-of-breed components for data ingestion, labeling and training, and optimization, enterprises can deploy faster at lower cost and risk while maintaining long-term extensibility.聽

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Taking Computer Vision Further with 蘑菇视频 Allen

Computer vision uses advanced artificial intelligence (AI) and machine learning (ML) techniques to identify, categorize, and analyze objects or changes within images and videos. Popular applications include automated object identification and tracking, pattern recognition, and real-time anomaly detection. Increasingly, these systems can also peer into non-visible transmissions, such as the infrared and radio parts of the spectrum. But efficiently scaling and operationalizing computer-vision applications means overcoming critical challenges, from cost-efficiently gathering data and fine-tuning models to achieving mission-critical performance outside of the enterprise cloud.

20%-80% Reduction in Real Data Need

Superior data engineering methods to label, organize, and augment data

蘑菇视频 Allen鈥檚搁别辫濒颈肠补苍迟鈩� synthetic data suite and integrations with commercial off-the-shelf solutions show huge savings in real data needed to build models, reducing cost and time for data collection.

10-Times Faster for Label and Train Processes

Accelerated data pipelines

We bring agile model development to the mission by pairing our proprietary rapid training methods with partner RAIC Labs鈥� Rapid Automatic Image Categorization鈩� (RAIC) software, which delivers rapid, semi-supervised labeling capability.

4 Times Faster for Typical Single-Shot Detectors

SWaP-optimized AI

We provide flexibility in running AI from the Internet of Things (IoT) edge to the cloud through integration of partner Latent AI鈥檚 Efficient Inference Platform (LEIP), helping optimize models for specific chipsets to drive inference.

Multi-Spectral Data Fusion

Optimization to best-fit computer vision methods on different compute hardware

We enable organizations to build, deliver, and re-train a variety of electro-optical/infrared (EO/IR), light detection and ranging (LiDAR), radio frequency (RF), and synthetic aperture radar (SAR) imagery-based classification, detection, and tracking solutions. Extendable to support new data fusion algorithms within our existing pipelines.

Comprehensive. Integrated. Flexible.

As a pre-integrated offering that leverages modular, best-of-breed software components and AI technologies, the Vision AI stack reduces the time needed to scale specialized computer vision skill sets for complex use cases while streamlining delivery, reducing risk, and elevating quality. Our lean manufacturing approach to AI engineering, 补颈厂厂贰惭叠尝贰鈩�, provides an efficient foundation for Vision AI through tested AI reference architectures, data delivery and machine learning patterns, and reusable software capabilities that together drive momentum toward system deployment from day one. We deliver and deploy Vision AI flexibly to support any mission across cloud, on-premises, and edge environments.

蘑菇视频 Allen鈥檚 Vision AI technology stack includes best-of-breed computer vision models and pipelines optimized for portability and performance.

The technology behind 蘑菇视频 Allen鈥檚 Vision AI technology stack supports a number of additional solutions offering cutting-edge performance, including:

Bighorn AI Kit鈩�

With user-friendly AI-building suitable for field operators, optimization by device type, and a ruggedized form factor, 蘑菇视频 Allen鈥檚 Bighorn AI Kit delivers advantage in building and sustaining practical AI solutions in disconnected environments.

搁别辫濒颈肠补苍迟鈩�

蘑菇视频 Allen鈥檚 custom-built synthetic data generation framework, Replicant, enables organizations to in order to address challenges such as privacy concerns, regulatory constraints, scarce financial resources, and accessibility limitations.

Computer Vision Use Cases

Multimodal

Integrated Content Analysis

Example: Manage text, audio, and video feeds as a single workstream for automated monitoring and analysis.

Electro-Optical/Infra-Red (EO/IR)

Rapid Search/Detection and Tracking

Example: Transforming the speed, efficiency, and safety of search-and-rescue missions.

Synthetic Aperture Radar (SAR)

Satellite Imagery Detection

Example: Scanning large-scale images to identify airfields and aircraft in a specified area.

Radio Frequency (RF)

Signal Classification

Example: Analyzing RF-based intelligence signals as images through computer vision algorithms.

Vision AI Services from 蘑菇视频 Allen

Multiple configuration and delivery options provide maximum agility to address your unique and evolving mission needs.

Full Stack

Ecosystem-level integrations with connections to cloud service providers and commercial tech

Custom Stack

Tailoring to support client data modality, model architecture, and target deployment hardware, with full kit integrations in cloud, on-premise, or edge environments

One-Off

Single integrations of the Vision AI stack or a model or report deliverable without planned recurrence for services such as data labeling and pipeline development

Subscription

蘑菇视频 Allen-hosted services with data, model, or report artifact delivery

Managed

Full deployment of Vision AI stack software to ingest, label, train, test, optimize, and deploy computer vision models

Collaboration with Computer Vision Leaders

Reaching across the nation鈥檚 AI ecosystem, 蘑菇视频 Allen creates partnerships with leading dual-use technology innovators, enabling us to discover, vet, and scale the emerging computer vision tools agencies increasingly need to carry out complex missions.

Latent AI鈥檚 tinyML technologies increase the operating speed of resource-intensive computer vision algorithms in low-compute, low-power environments, positioning field personnel for decision advantage through object detection and targeting even with small form-factor devices.

RAIC Labs鈥� advanced technologies accelerate the labeling of geospatial, video, image, and other types of data, enabling any user to deploy object detection algorithms in minutes through generative AI and unsupervised learning in an uninterrupted AI pipeline.

Meet Our Experts

Justin Neroda

Eric Syphard

蘑菇视频 Allen is the trusted AI leader to the nation.

Contact us to learn more about harnessing the power of Vision AI to transform critical missions.

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Vision AI

Seeing more than what鈥檚 visible with computer vision

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