Solutions / Defense and security
Perception data for conditions that are not ideal.
Collection and annotation for platforms that operate in low light, smoke, clutter and GNSS-denied movement, where a wrong answer is costly.
Conditions
Collected on purpose, not by accident.
Models fail at the edges. We design capture around the conditions your system will face.
- Low light and nightThermal and low-light imaging, with illumination logged.
- ObscurantsSmoke, dust, fog and rain, with visibility recorded per frame.
- Clutter and occlusionPartial views and cluttered backgrounds that break clean-scene models.
- GNSS-denied movementNavigation and mapping data without satellite positioning.
- Range and scaleSmall, distant objects across aerial, ground and maritime vantage points.
- Sensor degradationVibration, motion blur and partial sensor failure.
Tasks
What the data is used for.
- 01
Detection, classification and tracking
Vehicles, vessels and aircraft across sensors and vantage points.
- 02
Counter-drone detection and tracking
Small aerial objects against sky, terrain and clutter.
- 03
Change detection
Differences across overhead and aerial imagery over time.
- 04
Navigation and mapping
Perception and state data for autonomy without GNSS.
- 05
Simulation-to-real validation
Real captures to test how well simulated training transfers.
Handling
Controlled work is scoped first.
Requirements are agreed before collection begins. We say plainly what we can and cannot take on.
Some programs require data to stay on your infrastructure, to be delivered through a controlled channel, or to be handled under agreements specific to the work. Tell us the constraints at the start and we will build the plan around them.
- Scoped accessPeople see only the program they are assigned to.
- Controlled deliveryCustomer-controlled storage and offline transfer on request.
- Documented chainWho captured, labeled and reviewed each item.