Motion-with-vision datasets

Noitom Robotics is a data company serving the embodied intelligence and humanoid robotics industries. With “data” at the core of its delivery model, the company focuses on providing high-quality, scalable training data and related support capabilities to robotics enterprises and embodied intelligence model R&D teams. Addressing common industry challenges in the embodied intelligence sector—such as insufficient training data supply and imbalances in data quality and structure—Noitom Robotics begins at the foundational level of data infrastructure to build a capability system centred on data acquisition, processing, delivery and long-term utilisation. Leveraging its mature motion capture and human-computer interaction technology systems, the company has established a factory-style data collection process based on standardised workflows and high-precision multimodal specifications, whilst also encompassing field data collection and scenario generalisation in real-world, complex environments. Noitom Robotics continuously explores human-centred data pathways, systematically enhancing the authenticity, generalisation capabilities and long-term reusability of the data. To date, the company has provided data and technical support to over a hundred industry clients, including leading domestic humanoid robotics firms such as Xpeng, Yushu Robotics and Zhiyuan Robotics, as well as platform-based technology enterprises and numerous universities and research institutes, thereby establishing a sustainable service capability for model training, capability validation and system iteration. Noitom Robotics aims to build a high-quality, large-scale, and well-structured multimodal human-centric dataset, dedicated to bridging the gap between human intelligence and robotic intelligence. The company’s mission is to inject sustained momentum into the industry through data, accelerating the development and deployment of intelligent robots in diverse environments.