YiRen provides reliable data collection, 4D point cloud auto-annotation, long-tail scenario mining, and real-time privacy processing for autonomous driving models.
Custom datasets and scenario libraries for autonomous driving, backed by nationwide collection to accelerate long-tail coverage, iteration, and compliance testing.
Integrated intelligent and digital solutions that advance vehicle innovation, user experience, and sustainable growth.
Modular IoV, data platform, and vehicle-road-cloud solutions connecting the end-to-end data value chain.
YiRen provides autonomous driving datasets, intelligent-driving scenario collection, smart cockpit data, IoV data platforms, and compliant data operations.
Models must cover long-tail roads, complex traffic participants, changing weather and light, and urban traffic behavior. Real-world data improves training, validation, and safety evaluation.
Capabilities span autonomous driving datasets, smart cockpits, IoV and data platforms, supporting intelligent-driving R&D, road testing, data governance, and algorithm iteration.
