Data Annotation for Defense Technology
Get training data for military technology across detection, tracking, ISR, and autonomy, backed by experience on AI in defense projects built on NATO standards.
REQUEST PILOTTrusted by
200+ customers
Solving Defense Tech Data Challenges for
Perception & Autonomy Engineers
Long-range, low-resolution targets degrade detection recall
Multi-frame UAV tracking breaks under camouflage and clutter
Jamming and GPS-denied edge cases are scarce in training data
ISR & GEOINT ML Teams
SAR imagery needs different labeling logic than EO
Battle damage assessment lacks consistent ground truth
Multi-sensor (EO/IR + SAR) alignment is rare in training data
Defense AI Project Leads
Sensitive data requirements can limit eligible annotation vendors
NATO and ITAR-aware workflows limit vendor options
Annotation consistency can decline as projects scale beyond pilot volumes
Featured Client Story
Overview
For a defense tech project, Label Your Data provided training data for an AI algorithm that improves situational awareness in military drones. See how our drone data annotation supported aerial reconnaissance for military use cases.
Results
offices presented these technologies
man-hours dedicated to the project
faster equipment detection
Military Technology Use Cases We Support
Build UAV perception models for autonomous flight and battlefield AI.
Get reconnaissance-ready intelligence from satellite and aerial imagery.
Train sensor-fusion models on aligned EO, IR, SAR, and LiDAR data.
Detect air targets and threats with annotated acoustic and signal data.
Build counter-UAS models that tell drones from decoys and birds.
Build UAV perception models for autonomous flight and battlefield AI.
Get reconnaissance-ready intelligence from satellite and aerial imagery.
Train sensor-fusion models on aligned EO, IR, SAR, and LiDAR data.
Detect air targets and threats with annotated acoustic and signal data.
Build counter-UAS models that tell drones from decoys and birds.
How It Works
Discovery
call
Book a call or fill out a contact form to discuss your needs with our team.
Pilot
project
Send sample data and receive annotations at no cost to evaluate quality.
Custom
proposal
Get a tailored plan with scope, timelines, and transparent pricing.
Data
annotation
Scale up with dedicated, vetted teams and multistep QA workflows.
Delivery
and iteration
Receive export-ready data and iterate as your model evolves.
Estimate Your Costs
For other use cases
send us your request to receive a custom calculation
Send your sample data to get the precise cost FREE
Why AI Teams Choose Label Your Data
Data Annotation for Complex Environments
Rely on consistent, high-quality output for complex datasets, detailed taxonomies, and edge cases.
Structured Quality from Pilot to Production
Get quality engineered into every step through onboarding, evolving guidelines, QA, and continuous feedback.
Flexible and Scalable Operations
Adjust team capacity, project size, and delivery model as you scale, with no setup fees or long-term lock-ins.
An Integrated Delivery Partner
Align on goals, workflows, and expectations with a team that integrates into your process from day one.
Projects Led by Annotation Experts
Work with former annotators who understand annotation complexity, quality standards, and high-volume delivery.
Build Defense AI Systems for
Complex Operational Environments
talk to our experts
Reviews
What Our Clients Say
Label Your Data has successfully collected data from public sources, annotated missing skeletons, and validated pre-annotations for almost 15,000 images. Although their instructions are sometimes unclear, the team has received praise for their flexibility and speed. They also communicate via email.
Jack Prescott
Software Engineer, Nex
Label Your Data has delivered high-quality data labels, which have received positive client feedback. Their team produces outputs on time and solves challenges without upselling. They also communicate effectively through virtual meetings.
Ben Niehaus
CTO, SpexAI GmbH
Label Your Data's support has been crucial in developing the client's computer vision perception algorithms. They lead a simple and effective collaboration by responding quickly to concerns and questions and delivering everything on time.
Piotr Swierczynski
Director of Engineering, NODAR
Label Your Data provided the client with high-quality annotations and added to the number of annotations in the client's portfolio. The team was consistently available for questions or updates that needed to be added to the data set. The client was impressed with the team's communication skills.
Josha Bharadwa
Software Architect, Searidge Technologies
Label Your Data continues to work diligently for the client. They consistently provide training data for different document types and languages. Furthermore, they are excellent communicators and collaborators, and their ability to serve high-quality services is outstanding.
Luca van Skyhawk
VP of Customer Success, Hypatos GmbH
After engaging with Label Your Data, the client has seen a reduction in error rate and success with model accuracy running on production. The team delivered on time and was communicative in their approach. The client was impressed with the steps Label Your Data took to ensure accurate QA testing.
Radouane Kaddari
Machine Learning Engineer, Peter Park
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After running pilots with several annotation providers, Label Your Data delivered the strongest results by a clear margin, standing out on turnaround time, annotation quality, and the responsiveness of their feedback loops.
Maxime Debarbat
Senior ML Engineer (GenAI)
Trusted by ML Professionals
FAQs
Do you handle multi-sensor fusion across EO, IR, SAR, and LiDAR?
Yes. Our experts annotate co-registered EO and IR imagery, SAR data, 3D LiDAR point clouds, and audio signals, with cross-modal label alignment for sensor-fusion perception. You get every sensor type labeled by one team, so the data aligns instead of being stitched together from separate sources.
How do you handle ITAR awareness and sensitive defense tech data?
ITAR (the U.S. International Traffic in Arms Regulations) restricts how defense-related technical data can be shared, stored, and accessed. We scope every defense engagement against the customer’s compliance regime up front, including ITAR awareness, data residency, workforce scoping, and secure handling.
Does Label Your Data support NATO-standard workflows in military AI?
Yes. We had a successful project involving NATO-compliant drone data annotation for an artillery reconnaissance system whose underlying technology was recognized at NATO level. We design annotation schemas with interoperability in mind where relevant.
How do you scale annotation for rare and adversarial-condition data?
Our team at Label Your Data designs class-stratified samples up front, runs calibration sets on edge cases such as camouflage, decoys, jamming, low light, and long range, and escalates ambiguous cases to senior reviewers. We plan for rare cases from the start rather than handling as they come up.
Can you operate under customer-defined security and access controls?
Yes. We work inside customer-defined tooling, secure environments, and access regimes. The exact workforce, geographic, and tooling scope is set per project to match the customer’s compliance posture.