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Prism AIMMGen

Model: 110-0200-25
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In Production
Prism™ AIMMGen™ is a dual-use AI model generation service that enables the automated creation of AI models based on ITAR-free training datasets. It reduces cost and schedule, delivering high-quality data and/or models in days, not weeks, for defense, first-responders, and commercial applications.

It leverages Teledyne’s proprietary synthetic data generation toolchain that can generate millions of machine-learning-ready examples of military and civilian objects in various environments, weather, and spectral bands. By leveraging advanced graphics capabilities, AIMMGen can generate imagery for complex scenarios for autonomous vehicles or simulate current military objects that are nearly impossible to capture in the real-world. AIMMGen generates annotated synthetic image data in minutes, replacing weeks needed for hand labeled data.

AIMMGen’s model generation capability is made possible by a first-of-its-kind fully automated AI optimization system, which produces high-quality models without costly ML engineering. Optimization is run on in-house MLOps infrastructure and automated workflows that leverage decades of AI/ML expertise to generate high-quality object detection and recognition models. The models are then automatically validated on customer-provided test case data or by leveraging an extensive synthetic data lake.

Cost-effective development enables the release of new or updated models in as little as a few days in response to new task requirements, target classes, or conditions, future proofing the model as the mission evolves.
 


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UNLIMITED SYNTHETIC OBJECT DATA GENERATION

Save cost and time with millions of ITAR-free, automatically labeled synthetic images

  • Vary location, target type, weather, and environment
  • Covers spectral bands across visible, SWIR, MWIR, and LWIR spectrums
  • Automatic image annotations
 

APPLICATION-SPECIFIC AI TRAINING DATASETS

Tailor datasets to address specific applications, ensuring efficient,  focused learning

  • Thousands of civilian and military objects
    Vehicle, structures, people, aerial, maritime, and other classes
    Custom services to incorporate novel targets and conditions

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AUTOMATED ON-PREM AI MODEL TRAINING, VALIDATION,  AND OPTIMIZATION

Go straight to deployment with a highperforming AI/ML solution at a fraction of the traditional engineering effort

  • Optimized models generated via private, data-safe MLOps cloud infrastructure
  • High-performing model library features Pelee2, PeleeX, Yolov10, Prism SKR, and future models
  • Validate model performance on both synthetic and on real data

Specifications

Part Number
110-0200-25

Resources & Support

Assets below are shared by all models in this product family.

Prism AIMMGen Datasheet

Datasheet

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