Simulation API to test autonomous systems

High-fidelity software-in-the-loop sensor simulation grounded in real world scans

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High-fidelity sensor simulation

Testing AI in the real-world is hard, risky, and expensive

Parallel Domain offers an API, SDK, and Web Tools for machine learning, computer vision, and perception teams to programatically test and analyze perception system performance at scale.

Supporting open or closed-loop simulation to stream high-fidelity camera, lidar, and radar data with full annotations.

PD Replica - Closing the sim-to-real gap with real environments

Generate digital twins at scale from your capture data. Fully annotated, simulation-ready environments with unparalleled realism and variety. Ensuring simulation performance matches real-world performance.

Thanks to its high degree of realism, flexibility and scalability, the Parallel Domain platform enables rapid exploration of cutting-edge machine learning ideas. Its cost effectiveness enables accelerated paths to deployments at scale. This combination makes the platform really unique and a huge advantage for us to develop the future of robot autonomy.

Senior Machine Learning Manager, Toyota Research Institute

Adrien Gaidon

We support perception use cases across industries

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