aiFab | Synthetic Data Generation for ADAS & AD
Synthetic data at scale
Scenario variation
Testing complex automated driving functionalities cannot happen without the extensive use of simulation, aiFab can generate scenarios at scale, allowing for efficient testing enabling exploratory testing or metrics-driven adaptive testing to reveal edge cases for the AD software.
Detailed statistics and visual feedback
Our platform provides detailed statistics and visual feedback fully customizable to customers’ needs, allowing them to gain a comprehensive understanding of the generated data, and fill any gaps in their real-world datasets easily with various scenarios such as near-collision events, debris on the road, or severe weather conditions.
Building on industry-leading aiSim
aiSim enables high-fidelity sensor simulation that produces outputs indistinguishable from the real world, while ensuring physically correct simulation. Along with the physics-based camera, radar & lidar feeds it provides perfect ground-truth information including semantic & instance segmentation, optical flow, depth & object-level data.
Easy-to-use UI
No matter your use case, you can navigate our intuitive user interface effortlessly. Simplify complex data generation, scenario customization, and analysis within the aiFab workspace and access all the advanced domain randomization tools of aiSim from a single UI.
Traffic swarms at scale
Populate scenarios with dense, varied traffic in a few clicks. aiFab's new Swarm panel auto-generates large numbers of OpenSCENARIO entities: select seed entities and trajectories, and aiFab clones and varies them along an open trajectory or inside a closed polygon—perfect for randomizing scenarios with lots of actors. (Requires an uploaded TrajectoryCatalog resource.)
Smarter variant generation
Generating variants is now easier to manage at scale: variant numbers are paginated for large runs, a convergence plot shows how the incumbent evolves across adaptive iterations, and a new Variant inspector lets you review and download the modified variant resources directly from the variant table.
