aiData is aiMotive's sophisticated data pipeline system for automated driving applications. This comprehensive toolchain encompasses the entire data management lifecycle, from collection and annotation to synthetic data generation and evaluation. One of its key components, the aiData Recorder, is tailored to capture critical reference data in a synchronized manner, addressing edge cases that are vital for developing robust automated driving solutions.
The platform also features an Auto Annotator, leveraging AI to perform automated annotation with precision, while minimizing storage and computational demands. The addition of aiFab to the workflow allows for high-fidelity sensor simulations that replicate varied real-world conditions through domain randomization, effectively refining the quality and efficacy of synthetic training data.
Integrated metrics evaluation is another highlight, offering real-time insights into the performance and development progress of neural network algorithms against predefined benchmarks. Aiding the continuous improvement of AD systems, aiData's versioning system precisely measures the impact of newly added data, ensuring ongoing relevance and optimization across the entire pipeline.
