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Helm.ai, a trailblazer in AI software for advanced driver assistance systems (ADAS), autonomous driving, and robotics, has unveiled GenSim-2, its next-generation generative AI model. This cutting-edge tool offers automakers advanced video editing capabilities, including weather and lighting adjustments, object appearance modifications, and multi-camera consistency, to streamline the development and validation of autonomous driving systems.
Key Highlights
- Advanced AI-based video editing: GenSim-2 allows precise modifications of weather conditions, lighting, and object appearances.
- Multi-camera consistency: Ensures realism and uniformity across datasets for robust autonomous system training.
- Cost-effective and scalable solutions: Reduces reliance on traditional data collection methods while enriching datasets.
- Supports both augmented reality and fully AI-generated video scenes: Provides flexibility for diverse simulation needs.
Expanding the Possibilities with GenSim-2
GenSim-2 builds on the foundation of its predecessor, GenSim-1, leveraging Helm.ai’s proprietary Deep Teaching™ methodology and advanced generative deep neural networks. The model generates realistic, scenario-specific video data, enabling automakers to develop autonomous driving systems tailored to complex and diverse environments.
Key features include the ability to seamlessly edit weather and lighting conditions such as rain, fog, snow, glare, and time of day. Automakers can customize object appearances in video footage, including road surfaces, vehicles, pedestrians, and more. This flexibility extends to creating entirely AI-generated scenes or augmenting real-world footage, ensuring high-fidelity datasets.
Addressing Industry Challenges
By reducing the dependency on resource-heavy data collection methods, GenSim-2 offers an efficient solution to tackle the “long tail” of rare driving scenarios. It empowers developers to create realistic datasets for software validation across various geographies, ensuring autonomous systems are equipped to handle complex edge cases.
“The ability to manipulate video data at this level of control and realism marks a leap forward in generative AI-based simulation technology,” said Vladislav Voroninski, CEO and founder of Helm.ai. “GenSim-2 equips automakers with unparalleled tools for generating high-fidelity labeled data for training and validation, bridging the gap between simulation and real-world conditions to accelerate development timelines and reduce costs.”
About Helm.ai
Founded in 2016 and based in Redwood City, CA, Helm.ai is at the forefront of AI innovation, offering comprehensive solutions for ADAS, autonomous driving, and robotics automation. The company collaborates with global automakers to advance production-ready autonomous systems. For more information, visit Helm.ai.
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