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Solutions for your AI products

Synthetic data has the potential to democratize the data-based business of the future

Our Services

Synthetic Data Engineering

Boost your innovation and increase your productivity with synthetic data and system simulations. We can help to start your AI projects earlier and identify needs and issues before running expensive data acquisition campaigns. Whether you want to create pre-trained models or extend your existing datasets with edge cases, we can help to boost your model performance and give you more insights into your problem.

AI & Computer Vision Engineering

Our team of experts with years of experience in the fields can support your projects in many ways. We have been designing, developing, and deploying custom computer vision and AI solutions for years. Our services range from analyzing requirements to getting tailored solutions. We can successfully bring a project from the conceptualization stage to launch, using sophisticated algorithms and advanced analytics.

Why Synthetic Data?

Synthetic data holds great potential in various areas of AI and machine vision applications. With the help of well-understood synthetic data that can be generated in near real-time and unlimited quantities, the lead that large technology companies have in this area no longer seems unassailable. Whether you want to create pre-trained models, extend your existing datasets or increase your edge case coverage, you need data to get your development projects off the ground early or need secure ground truth for your unit tests, with the help of synthetic data you can reduce development time, costs and boost your model performance. Synthetic data can also help you to get insights into your datasets because they can be designed to fit the distribution your dataset.

Show Case: Bin Picking Scenario

Reusable data generation pipelines are ideal for industrial scenarios. By using procedural scenery elements, physically based simulations, and advanced rendering and post-processing techniques, we can generate unlimited and super realistic training data for your use cases. You can get arbitrary variance in any domain your model needs to generalize, as well as simulations of edge cases to boost your model performance.

Show Case: Real Footage & Synthetic Data Fusion

With the use of AI, modern Computer Graphics, and VFX techniques also used in the Film Industry, nowadays datasets can be created or extended with near-endless variation and realism for a fraction of the costs of multiple rounds of acquisition and annotation campaigns and with the benefit of reuse- and modifiability. This video shows the fusion of synthetic data with real video footage to demonstrate a possible training data generation use case.

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Want to learn more? We would love to understand your application and discuss ways we can help.


info@artificial-pixels.com