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…and simulation: This compute foundation will power Helix’s core models for perception, reasoning and control. Launching advanced data collection efforts: These include data collection of human video and multimodal sensory inputs, to improve how robots understand and operate in complex, dynamic settings. Figure said these real-world datasets are essential to scaling Helix’s capabilities.
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AI-powered computer vision perception technology developer RealSense announced a strategic collaboration with NVIDIA to accelerate the adoption and capabilities of physical AI across humanoids and autonomous mobile robots (AMRs). RealSense said the initiative integrates the company’s industry-leading AI depth cameras with NVIDIA’s breakthrough robotics platforms, including the NVIDIA Jetson Thor Series for robot run-time computing, NVIDIA Isaac Sim for digital…
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…group recognition Advanced navigation and perception systems enable the T600 series to intelligently identify designated shelves or cargo positions and execute autonomous pick-up and drop-off tasks. Pudu said this enables fully unmanned operations in storage, delivery and replenishment scenarios. Idle elevator prioritization for multi-floor operations To overcome elevator congestion in vertical facilities, the T600 uses a real-time scheduling system that…
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…swapping devices, addressing diverse 3D perception requirements across multiple scenarios. Dynamic multi-pattern scanning: One sensor, many modes Orbbec said the Pulsar ME450 transforms traditional single-mode lidar design by enabling seamless switching between non-repetitive scanning, repetitive scanning (non-dense) and dense repetitive scanning. Combined with adjustable vertical field of view and rotation speeds, it adapts to various robotic scenarios without the need…
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…quadruped features two industrial-grade lidar sensors, enabling a high range of perception in its environment. A2 also allows for hot battery swapping with its dual-battery parallel design. The Unitree A2 quadruped can run for over three hours at a full payload. Source: Unitree Unitree said A2 can reliably work in hot and cold environments, from -20°C to 55°C.
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…Robotics, a global provider of perception radar technologies, announced that Sensrad, a Sweden-based radar Tier-1 supplier, has begun delivering its first radar series powered by Arbe’s chipset to customers. Arbe Robotics said the radars will be deployed in a defense sector off-road autonomous vehicle application and an intelligent road infrastructure project. Commercialized radar technology in autonomous vehicles, defense Arbe said…
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The Need for Enhanced Robotic Perception The robotics revolution is accelerating. According to the International Federation of Robotics (IFR), robot installations rose by 32% in 2023. Looking ahead, 90% of manufacturers expect to deploy robots in the workplace by 2030. That adoption is also extending across industries like petrochemicals, energy, education, and security. As robots expand into more complex and…
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…a fully automated shopping experience. Depth-perception cameras from RealSense are an important part of its autonomous store solutions. “RealSense cameras offer high RGB-D picture quality and product stability,” says Tingtao Li, co-founder of Cloudpick. “Our vision system builds a three-dimensional digital model for brick-and-mortar stores from multiple cameras. All the people, goods, and shelves are reconstructed to create a unified,…
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…cleaning automation with powerful AI-driven perception and decision-making integrated into every stage of the cleaning process. AI-powered cleaning with autonomous intelligence Pudu Robotics said the PUDU CC1 Pro elevates cleaning to a fully autonomous, closed-loop system. Equipped with advanced AI, Pudu said it can detect liquid stains, recognize floor cleanliness and surface types, adjust cleaning intensity, verify cleaning results and…
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…our leadership position in 3D perception in robotics and see scalable growth potential in the rise of physical AI,” said Nadav Orbach, CEO of RealSense. “Our independence allows us to move faster and innovate more boldly to adapt to rapidly changing market dynamics as we lead the charge in AI innovation and the coming robotics renaissance.” RealSense said it’s brought…
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…the market. In terms of perception, although there appears to be consensus around multi-sensor fusion, identifying which specific sensor combinations to adopt and how to optimize fusion algorithms to adapt to different environments and tasks is still to be determined. The diversity and rapid iteration of hardware technology routes reflect the innovative vitality of the industry on one hand, while…
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…autonomous picking system with AI-driven perception, custom end-effectors and robust warehouse navigation. Black-I Robotics was awarded $30K for winning the competition. Breezey Machine Company finished as the runner-up and impressed with a practical, low-profile gripper design with modular integration potential. Breezey Machine was awarded $15K as the runner-up. CHAMP Challenge background Per the challenge, items associated with Chewy often weigh…
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…Volkswagen, Ford and Beko. Robotic perception to adapt to environmental changes Powered by 3D vision and AI, Inbolt said its technology enables industrial robots, such as those from ABB, FANUC and Universal Robots, to perceive production lines and adapt to real-world changes in industrial environments, just as humans would. Currently deployed in over 50 factories worldwide, Inbolt said it has…
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…learn by doing - connecting perception, cognition, and action through direct physical interaction with the world. This shift toward embodied intelligence is rapidly gaining traction in both academic and industrial fields, particularly since embodied AI has become more accessible and relevant. According to the 2024 World Robotics report from the International Federation of Robotics (IFR), the global stock of industrial…
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…but the underlying challenges - perception, control, manipulation, and general product development - are strikingly similar. By connecting people across verticals and surfacing lessons from the field, Actuate aims to accelerate the entire physical AI industry. Foxglove said building the future of autonomy will require not just individual breakthroughs, but also a shared commitment to community and learning. Actuate 2025…
From geometry preparation to AI-assisted analysis, integrated CFD workflows…
Software-based GripperAI manages mixed picking through basic geometry
Safety, communication and motion control components enable smooth operation
North America’s largest robotics and automation event winds down