TruMark Annotator
Semi-automated AI trainer for EO/IR detection models.
TruMark Annotator is a next-generation AI training and annotation platform that accelerates the development of visual detection models across electro-optical (EO) and infrared (IR) sensor systems.
01 / Overview
Built for defense, security and industrial applications, TruMark Annotator enables users to quickly label data, generate high-quality datasets and train custom detection algorithms with unprecedented speed and accuracy.
Developed over a 13-month cycle and proven during operational demonstrations, it has trained more than 25 object classification models, including aircraft, vehicles, personnel, drones for C-UAS missions and structural anomalies in buildings and infrastructure.
Its semi-autonomous annotation workflow dramatically reduces manual labor, enabling both technical and non-technical users to create mission-ready AI models in a fraction of the time.
02 / Capabilities
Semi-autonomous annotation
Automated labeling support that reduces manual workload and increases accuracy.
EO and IR model training
Purpose-built for electro-optical and infrared visual detection systems.
Multi-object classification
Proven training across 25+ object classes, including aircraft, vehicles, personnel, drones and infrastructure anomalies.
End-to-end model generation
Annotate, train, validate and refine detection models in one integrated workflow.
High-velocity datasets
Compresses AI training cycles from weeks or months to days.
Scalable deployment
Standalone workstation tool or enterprise-wide platform through VESS and authorized partners.
03 / Specifications
Detailed technical data is provided to qualified organizations on request.
- Designation
- AM/01
- Class
- AI training software
- Software type
- Open-architecture AI training and annotation platform (software-only)
- Sensor modalities
- Electro-Optical (EO), Infrared (IR); still imagery and full-motion video
- Annotation
- Semi-autonomous, manual, assisted and batch modes; polygon, bounding box and pixel-level tools
- Model training
- Object detection and classification; multi-class, multi-label; integrated validation and retraining loop
- Open architecture
- TensorFlow, PyTorch; COCO, YOLO and custom formats; API access
- Performance
- 25+ operational object classes trained
- Deployment
- Local installation, secure network deployment, government and partner environments
- System requirements
- Windows or Linux; GPU acceleration recommended
- Availability
- Direct procurement from VESS, authorized distributors and partner service providers
- Status
- Available for procurement
04 / In the system
TruMark Annotator operates at the understand stage of the VESS mission loop.
- 01
Sense
Collect imagery and signals
- 02
Understand
Detect, track and classify
- 03
Map
Build terrain and hold position
- 04
Act
Decide, connect and respond
05 / Applications
- 01Intelligence, Surveillance & Reconnaissance (ISR)
- 02Counter-Unmanned Aircraft Systems (C-UAS)
- 03Force Protection & Base Security
- 04Autonomous Systems & Robotics
- 05Critical Infrastructure Monitoring
- 06Search & Rescue (SAR)
- 07Border & Maritime Security
- 08Disaster Response & Assessment
Put TruMark Annotator to work.
Tell us about your site, mission or program. Our team will map the right VESS capabilities to it.