Qing Tong Vision Launches MotionDecode Data Open Plan: 1000-Hour Motion Capture Dataset Now Open Source
Qing Tong Vision has launched the MotionDecode Data Open Plan, offering free access to a comprehensive 1,000-hour high-quality human motion dataset. This initiative, announced recently, is designed to enhance the development of humanoid robots and promote embodied intelligence by reducing research barriers and encouraging collaboration within the data ecosystem. The program is expected to support a wide range of applications, including robot training and motion generation, representing a pivotal advancement in the industrialization of embodied intelligence.
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
Humanoid M.AX Alliance
Korea, Republic of (South)
The Humanoid M.AX Alliance, established in April 2025, is a consortium comprising 224 entities focused on advancing Korea's humanoid robotics sector. Key initiatives include developing shared Robot AI Foundation Models, conducting R&D on next-gen humanoid technologies, and collaborating on AI semiconductors and mobility batteries. The Alliance also emphasizes startup acceleration and talent development through partnerships with leading universities.
Kind Humanoid (Acq. by 1X)
United States
NEO is an advanced humanoid robot designed for versatile applications in domestic and commercial environments. It utilizes artificial intelligence algorithms for natural language processing and machine learning to enhance user interaction. The robot is equipped with a modular hardware architecture, enabling scalability and customization. Key features include real-time data processing, autonomous navigation, and integration with IoT devices for smart home functionality.
Rotaku (humanoid robotics; limited public info)
United States
The humanoid robots developed feature a height of 1.7m, a weight of 45kg, and 22 degrees of freedom, enabling complex manipulation tasks. The system utilizes a robust SDK for high- and low-level control, alongside a data analytics stack for telemetry management. Advanced simulation environments support reinforcement learning for policy optimization, ensuring effective deployment in real-world scenarios.
Applied Motion Products, Inc.
United States
Since 1978, we have helped OEMs and system integrators achieve precise, reliable control of position, speed, and torque in demanding environments. Applied Motion Products addresses these needs with a broad and flexible portfolio that includes stepper motors, servo system.
Elmo Motion Control Inc.
United States
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Changzhou Hemm Intelligent Technology Co. Ltd. 常州汉姆智能科技
China
It is deeply engaged in the design, R&D and overall solution delivery of stepping motors, brushless DC motors, linear motors and drive control systems, and simultaneously provides advanced Industry 4.0 technology solutions to create highly adaptable software and hardware integrated.
Patten Studio
United States
Patten Studio is an interactive design studio based at MIT Media Lab roots, creating technology-driven art installations and experiential environments for brands and public spaces. Work involves sensing, embedded computing, and responsive physical interfaces, with peripheral relevance to human-machine interaction.
Shenzhen Macrotellect Technology (CN)
Macrotellect develops BrainLink EEG headsets and brainwave sensing devices for consumer and research applications. The company focuses on brain-computer interface technology enabling non-invasive neural signal acquisition and human-machine interaction.
Soul Machines
New Zealand
New Zealand AI company (now in receivership as of February 2026) that developed lifelike digital human avatars powered by large language models for customer service and enterprise deployment. Created Digital Workers and Workforce Connect platforms.
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