IAV Mela

IAV Mela revolutionizes the virtual validation of autonomous vehicles and ADAS by leveraging AI for intelligent scenario creation. This tool addresses the significant challenge of preparing and validating every conceivable scenario within the Operational Design Domain (ODD), a critical step for ensuring safety and compliance with regulations like EU 2022/1426 and NCAP 2029. By automatically generating simulation scenarios from textual specifications or field test videos, IAV Mela significantly enhances efficiency and cost-effectiveness in development.

Key benefits include:

• AI-supported scenario creation: Automatically generates simulation scenarios from specifications and textual descriptions.
• Improved scene and scenario recognition: Utilizes Vision-LLM technology to identify and interpret road elements, traffic participants, and scenario criticality from real video data.
• Seamless simulation integration: Connects with popular simulation tools like dSPACE ModelDesk/Aurelion and IPG CarMaker, supporting the ASAM OpenX Standard for smooth workflow integration.
• Optimized virtual AD/ADAS validation: Facilitates the creation of numerous scenarios for comprehensive system testing and validation.
• Enhanced safety and efficiency: Supports the development of safer and more efficient driving technologies by simulating realistic scenarios.
• Effort reduction and cost efficiency: Minimizes the need for physical testing, leading to substantial cost savings in development.
• Versatile application possibilities: Extends beyond ADAS/AD to applications in vehicle dynamics, defense systems, and mobile machinery.
• Extended toolchain integration: Works with other IAV AI tools like devpanion and Valdivia for end-to-end validation workflows.

IAV Mela processes various inputs, including logical or concrete scenario descriptions and video clips, using advanced LLM and Vision LLM technologies. It analyzes scene elements, extracts relevant parameters, and generates realistic virtual simulations, enabling efficient testing and development with potential time savings of up to 80%. The tool is applicable to passenger cars, off-highway applications, heavy-duty trucks, and defense systems, supporting specific requirements for vehicle dynamics and chassis functions.