Physical-world data / FIUND
Depth, motion and imagery in a shared reference.
Sensor collections that bring depth, motion and location context alongside imagery.
Training & evaluation · Scope confirmed for your project
SOURCE CONTEXT
Alignment is part of the specification.
Sensor names alone are not enough. Agree the time reference, coordinate system and calibration information needed to interpret each stream.
LiDAR point clouds
Stereo and thermal views
RTK and IMU measurements
Multimodal perception · Spatial understanding
TECHNICAL BRIEF
Agree the sensor specification.
These are decisions to agree for your collection, rather than specifications assumed across every source.
Sensor calibration
Name the representation your pipeline expects and the supporting calibration or reference information you need to interpret it.
Timestamps and alignment
State how views, tracks, events or labels must line up. Include your expected timing reference and tolerance in the evaluation brief.
Coordinate systems
Name the representation your pipeline expects and the supporting calibration or reference information you need to interpret it.
BEFORE DELIVERY
A defined scope.
A considered handoff.
Evaluate the fit.
Agree what a useful sample must demonstrate, including the source conditions and required relationships.
Confirm the permissions.
Review the intended AI uses, relevant exclusions and documentation for the selected material.
Agree the package.
Specify files, metadata, preparation and acceptance criteria before proceeding with delivery.
START A CONVERSATION
Let’s scope your
data request.
Tell us what your model needs from lidar & sensor data. We’ll assess the sourcing options and discuss a suitable next step.
Availability and collection terms are confirmed after review.
Frequently asked questions
What reference information should accompany sensor data?
Define the required coordinate system, time reference and sensor calibration. The proposed sample should make it possible to check the relationships between streams before agreeing a delivery.
What should I include in a lidar & sensor data brief?
Start with your model task and the source material you need. Include sensor calibration, timestamps and alignment, coordinate systems so we can assess fit and propose a useful evaluation sample.
When are availability, pricing and permissions confirmed?
After we assess your brief and identify suitable material or a capture scope. Samples, permitted AI uses, preparation and delivery terms are agreed for the proposed collection before a purchase.