#Japan #Tokyo #Data Services #Nexdata #Embodied AI

Nexdata's Premium Data Services for Embodied AI

Introduction

Nexdata has recently announced the launch of its high-quality data services specifically designed to support the development of embodied AI. As the capabilities of artificial intelligence evolve from mere computation to embodied presence, the demand for reliable and comprehensive data has surged. Recognizing the pressing need, Nexdata has established multiple specialized “Data Collection Centers” to address the critical shortage of learning data in physical AI development, which has become the most significant hurdle in advancing this technology.

The Evolution of AI

Artificial intelligence has transitioned from purely computational tasks to integrating physical presence with the environment. Embodied AI is gaining recognition as the next frontier, enabling intelligent systems to perceive, learn, and make decisions in real time. This innovation has wide-ranging applications across industries, such as home automation, healthcare, manufacturing, and mobility. However, the development of embodied AI is hindered primarily by a significant challenge: data.

Challenges in Data Collection for Embodied AI

Rising Costs of Data Collection

Currently, there are four main approaches to data collection for embodied AI, which include using remote-controlled robots for real-world data gathering, generating synthetic data through simulations, employing motion capture technology, and leveraging online images and videos. Unfortunately, none of these methodologies provide the ideal balance between quality, cost, and scalability. Companies find themselves caught in a dilemma, which slows down the development pace of embodied AI.

Lack of Data Standards

Within the field of embodied AI, there is still no standardized data format or annotation criteria. The diversity in data formats according to different tasks, devices, and environmental contexts makes it exceedingly difficult to share and reuse data across companies and projects. Additionally, variables such as lighting conditions, object shapes, and cultural backgrounds hinder models' generalization performance.

Insufficient Data for Dynamic Interactions

The essence of embodied AI lies in the dynamic scenarios where humans interact with their environment in real-time. Unfortunately, capturing such natural behaviors, especially rare yet critical events like falls, emergency evasions, or obstacle detections, is nearly impossible without high-precision sensors and strict synchronization techniques. Even in simulations, balancing realism with reproducibility remains a substantial challenge.

Nexdata's Innovative Solutions

To tackle these issues, Nexdata has developed dedicated data infrastructure for embodied AI and commenced offering robust data services. This includes providing pre-packaged data sets, conducting multi-modal data collection, and offering data annotation services, all designed to support the comprehensive needs of businesses in the AI sector.

High-Quality Pre-Packaged Data Sets

Nexdata currently offers four types of high-quality pre-packaged data sets:
1. 200,000 First-Person Interaction Videos: Featuring diverse environments with Chain-of-Thought annotations.
2. 150,000 Real-Time Dialogue Videos: Incorporating visuals, audio, and text, including complex conversational scenarios.
3. 150,000 3D Hand Gesture Data: Available in both first and third-person views, featuring 21 key points along with depth and mask images.
4. Over 100,000 High-Precision 3D Object Data: Including mesh and texture, available for commercial use.

Global Data Collection Centers

Nexdata has established multiple dedicated “Data Collection Centers” globally, with 20 sites located in the United States, Germany, and China. These centers are equipped with environments capable of synchronizing RGB, depth, LiDAR, IMU, audio, and tactile sensors, allowing for customized data collection and high-precision annotation in a one-stop operation. Additionally, they can replicate rare scenarios like falls and emergency evasions while ensuring compliance with GDPR’s anonymization requirements.

Looking Forward: The Future of Embodied AI

Nexdata is not stopping at expanding its data offerings. The company is accelerating the development of hybrid collection environments that integrate simulation with real data, as well as establishing AI-assisted annotation platforms. As the underlying data foundation for embodied AI, Nexdata is poised to support companies in implementing AI from the ground up. With a commitment to reliability, diversity, and scalability, Nexdata aims to lead the charge in the next generation of AI development.

Contact Information

• - Company Name: Datatang Inc.
• - Location: 6F WATERRAS ANNEX, 2-105 Kanda Awaji-cho, Chiyoda-ku, Tokyo 101-0063, Japan
• - Website: Nexdata
• - Contact Email: [email protected]