OPTIMIZE YOUR AI DATA STRATEGY
TargetModeler: Synthetic Data Platform
A self-service data generation platform offering an intuitive 3D ‘gaming’ interface, TargetModeler empowers users to create precision-tailored synthetic imagery for various computer vision training needs. With TargetModeler, organizations don’t just collect data—they design it.
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TargetModeler is immediately acquirable via the CDAO Tradewinds Solutions Marketplace.
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Define. Design. Deliver. The future of data awaits.
Save Time and Money: Unleash the Power of Synthetic Data
Slash data acquisition time while enhancing labeling accuracy. Design synthetic datasets that stand out in customization, balance, and diversity, allowing the creation of tens of thousands of uniquely labeled images within minutes from a video game interface, providing advanced 3D object placement and scene configuration.
Algorithmic Balance & Diversity
Balanced and diverse datasets are key to optimal model performance. TargetModeler’s advanced synthetic image generation transforms user-defined 3D configurations into various images, ensuring balanced object representation within the specified context. This algorithmic approach manages object placement within the image and scene and handles look angles, elevation, and object obfuscation.
Precision Annotation
TargetModeler auto-labeling supports both object segmentation and bounding box annotations. While manual annotations often pose accuracy challenges, TargetModeler delivers pixel-perfect annotations, allowing for swift testing and validation of annotation effects on model training tailored to specific use cases.
Model Performance & Explainability
Rapid iteration lets you supplement datasets— boosting model performance—while continued data supplementation keeps model drift at bay. Our systematic approach to data design underscores model explainability and, with dataset auditing, ensures unparalleled transparency in both data generation and model training.​
Support for Open Standards
​TargetModeler embraces open standards for 3D modeling, facilitating the imports of third-party objects and scenes, empowering organizations to tap into the vast resources and investments of the gaming and entertainment ecosystems.
Versatile Sensor Integration
TargetModeler accommodates an extensive range of sensor types and collection platforms, spanning ground level to low and high-altitude aerials, including satellite imagery. With TargetModeler, users can precisely tailor synthetic outputs to align with the distinct attributes of each sensor type.
