AI-based application cannot be achieved without the support of massive amount of data. Whether it is conversational AI, autonomous driving or medical image analysis, the diversity and integrity of training datasets largely affect the test result of AI models. Today, data has become a crucial factor in promoting the progress of intelligent technology, and various fields have been constantly collecting and building more specific datasets to achieve more efficient tech applications.

More than 150 OEMs, Tier 1s, AI, Sensor, Radar and Imaging Vision Systems experts worldwide have participated in the conference. The experts from Hyundai, Continental, Volvo, Valeo and etc. presented the latest technology and cases studies in Sensor Fusion — Camera, Radar & LiDAR technologies scene.

As a partner, Nexdata was invited to attend this online conference. Ms. Pan Pan, Head of Oversea AI Department has presented the topic “Benchmarks and Challenges for Multi Sensor-related Perception”.

Ms. Pan introduced Nexdata’s data solutions for multi-sensor fusion scenes from the three aspects of “In-Cabin Voice Interaction”, “In-Cabin Virtual Perception”, and “Outside Cabin Virtual Perception”. She said that although the current sensor hardware technology has made significant progress, due to the lack of high-quality and diversified data, multi-sensor sensing often faces serious challenges in processing of large amounts of information.

As the gap in algorithms is shrinking gradually, the role of data will continue to grow and become an important factor affecting autonomous driving technology. Nexdata provides on-demand multi-sensor fusion related data collection services, and supports 2D, 3D, 2D-3D fusion data labeling services through data labeling platform.

As a world’s leading AI data service provider, Nexdata has the advanced human-in-the-loop intelligent data labeling platform, integrated AI data and resources management platform, and more than 500,000 crowdsourcing resources worldwide. Relying on technical advantages and intensive data processing experiences, Nexdata’s data solutions is trusted by global leading AI companies.

In the future, Nexdata will support the development of multi-sensor fusion technology through own technological accumulation and experiences in the multi-sensor fusion field.

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If you need data services, please feel free to contact us: info@nexdata.ai

Based on different application scenarios, developers needs customize data collection and annotation. For example, autonomous drive need fine-grained street view annotation, medical image analysis require super resolution professional image. With the integration of technology and reality, high-quality datasets will continue to play a vital role in the development of artificial intelligence.