Multi-sensor generative AI model for autonomous driving

Simulate the entire autonomous vehicle stack with our generative AI foundation model. Generate, extrapolate, and predict realistic driving environments and behaviors.

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Advantages of WorldGen-1

Create highly realistic ‘digital siblings’
WorldGen-1 generates ultra-realistic driving scenes across multiple sensor modalities and perspectives, simulating real-world conditions to enhance training and validation.
Resolve corner cases efficiently
WorldGen-1’s AI-based simulations allow automakers to address a long tail of corner cases at scale, reducing the time and cost of fleet data collection while ensuring thorough validation.
Enhance training and validation datasets
By extrapolating from one sensor modality to another, WorldGen-1 enriches existing datasets with synthetic multi-sensor data, including video RGB, lidar, and semantic segmentation.
Multi-sensor data generation
Multi-view camera data generation
Extrapolation of additional sensor data from video RGB
Behavioral prediction in future scenario variations

KEY CAPABILITIES

Multi-sensor data generation

WorldGen-1 simultaneously generates consistent sensor data across vision, perception (including semantic segmentation), and Lidar (bird’s-eye view and front view), along with an ego-vehicle path that accurately replicates real-world conditions.

Sensor data extrapolation

WorldGen-1 enhances existing camera-only videos by extrapolating them to other modalities, including semantic segmentation, Lidar front view, and Lidar Bird’s-eye view. This enriches your datasets and reduces the need for costly data collection.

Advanced behavioral prediction

Our AI model predicts the behaviors of pedestrians, vehicles, and the ego-vehicle in multiple future scenarios, performing intent and path prediction in simulated and real environments.  

Comprehensive 3D labeled data

WorldGen-1 creates scenarios complete with simulated Lidar output, segmentation masks, ego-vehicle paths, providing development teams with high-quality 3D labeled data for large-scale training and validation.

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