Synthetic Data
train AI models with your own digital universe
BACKGROUND & CHALLENGE
REPLICATING REALITY
Machine learning, a subgroup of artificial intelligence, enables a system to learn and improve on its own by processing large amounts of data, without specific programming.
This enables systems to constantly adapt and refine themselves as they gain more experience. Their performance can be further enhanced by supplying them with larger and more varied datasets.
Data that suits the application scenario might limited or unavailable in the real world. This is where synthetic data is useful.
Generating data that truly reflects real-world conditions with nuances and variances requires extensive knowledge. Crafting crated and specific high-quality data while validating effectiveness and managing technical and ethical complexities is challenging.
And even if you can get the data – tagging it manually to make sense of it is incredibly cumbersome and expensive.
Frank has more than a decade of creating unique digital worlds for our clients. Our knowledge puts us at a unique position to support with replicating your reality digitally.
The Solution
YOUR UNIQUE SCENARIO
We build a scenario specifically for you, designed in a way that accurately reflects real-world conditions; a true digital twin of your environment. We then continuously run a simulation repeatedly until all variation points are exhausted. This ensures that the data is diverse and realistic.
Computer Graphics give you precise control over every single variable with custom created assets. We control everything from light conditions to object configurations with wear and tear variations. There are no limits to the possibilities.
We support you to produce large volumes of synthetic data without the logistical and financial constraints of collecting real-world data.
The SOlution
FROM EVERY ANGLE
We remove the need for manual tracking and labelling of data by creating the data in the digital world. The data points are available on every level, as granular as you need it to be.
The SOlution
INFINITE VARIATIONS
To create as many variations of a scenario as possible, we are in control of which assets to include and variations of it. We can also control how each asset behaves. We can submit an infinite number of circumstantial changes to your scenario.
The SOlution
geometries
Next generation AI will not only be trained on flat images but give full scope of the scenario to the model being trained. This task would be impossible for physically curated data.
With 3D geometries you can give detailed information about your entire scenario, at a much greater depth. You can extract custom data points not known to physical data.
Historical value means you can always go back to prior scenarios and extract additional outputs required by your model’s growth.
STAY AHEAD OF THE CURVE
STAY AHEAD OF THE CURVE
frank valiant
your partner
Jimmy Johansson, CTOExtending our proven digital twin pipeline to the world of machine learning is a natural step for not only ourselves, but also for our clients. This investment has truly elevated our capabilities and accelerated our innovation.
5000+
digital twins created
5000M+
frames of time generated
100YRS
of world building experience