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aiSim 5 is aiMotive's state-of-the-art ISO26262 ASIL-D certified simulator designed to accelerate and optimize the validation process of Advanced Driver Assistance Systems (ADAS) and automated driving (AD) software. Its core components leverage AI-based rendering and highly optimized sensor simulation to establish a new standard in automotive simulation, delivering unmatched realism and adaptiveness. This cutting-edge tool allows for extensive multisensor environments, supporting over 20 cameras, 10 radars, and numerous lidars, thereby offering an authentic, comprehensive testing platform for autonomous systems. A testament to aiSim 5's capabilities is its robust 3D asset library and versatile content pipeline. These facilitate the creation and deployment of complex, high-fidelity environments crucial for thorough ADAS and AD software validation. Additionally, the simulator provides a cloud-native UI and open SDK, giving developers ample flexibility to create custom test scenarios and seamlessly integrate them into existing toolchains. Its proprietary aiSim AIR engine plays a pivotal role, delivering high-quality virtual sensor data streams while maintaining efficient resource use. The engine supports distributed rendering and balances workload by allowing asynchronous data transfer, further elevating the simulator's performance and ensuring compliance with stringent automotive standards.
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.
aiWare is aiMotive's trailblazing hardware solution for automotive AI, providing industry-leading neural network acceleration tailored to meet the challenges of next-generation automotive applications. The aiWare architecture achieves remarkable efficiency and scalability, supporting implementations from edge processing to high-performance centralized systems, and delivers up to 256 effective TOPS per core. Consistent with automotive-grade standards, aiWare's hardware has received ISO 26262 ASIL B certification, ensuring safety and reliability in automotive environments. Its deterministic architecture minimizes external memory traffic, optimizing power consumption and system performance. aiWare's embedded capabilities extend across a wide range of neural network models, including CNNs, LSTMs, RNNs, and Transformer Networks, making it a versatile core for varied AI workloads. Distinctive features like aiWare Studio offer a sophisticated SDK for NN optimization, empowering designers with greater flexibility in neural network implementations. The platform encourages adaptability through its offline performance estimation, allowing 90% of workload optimizations to occur without immediate hardware access. aiWare thus stands out as an invaluable asset for achieving efficient, rapid AI deployments in the automotive sector.
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