In the course of the roundtable discussion board, 4 main students — Solar Fuchun, Zhu Yanhe, Li Qingdu, and Li Miao — performed an in-depth dialogue on the theme of “Robotic Notion Breakthroughs and Business Prospects.”
RoboSense (2498.HK), a pioneering AI-driven robotics expertise firm, hosted the “Eyes of Robots” themed salon in the course of the Worldwide Convention on Clever Robots and Programs (IROS 2025) in Hangzhou, the place it formally launched the newest product of its Energetic Digital camera sequence — the “Robotic Manipulation Eye” AC2. The invitation-only beta testing was additionally introduced concurrently.
Perry Wang, President of RoboSense’s Innovation Division, shared insights on {industry} tendencies and technological breakthroughs within the “Eyes of Robots” area, whereas Dr. Yang Xiansheng, Vice President of the LiDAR Division, supplied a complete introduction to the efficiency benefits and key options of the AC2. In the course of the roundtable discussion board, 4 main students — Solar Fuchun, Zhu Yanhe, Li Qingdu, and Li Miao — performed an in-depth dialogue on the theme of “Robotic Notion Breakthroughs and Business Prospects.”
The Business’s Solely Giant-Space Array: dToF Delivers Millimeter-Precision Sensing
Perry Wang said that the “eye” is the core of robotic notion, and acquiring 3D visible depth info has lengthy been a technical bottleneck for robotic imaginative and prescient. Stereo imaginative and prescient, monocular imaginative and prescient, and energetic illumination-based structured mild and ToF are all mainstream depth notion options within the {industry}. Amongst these, dToF gives the strongest ranging functionality, highest interference resistance, and lowest computational necessities. The big-area dToF array additional addresses the shortcomings of conventional dToF when it comes to value and short-range accuracy, making it the optimum resolution for depth measurement in machine imaginative and prescient.
The AC2 is the fruits of RoboSense’s breakthroughs in large-area dToF expertise. Positioned because the “Robotic Manipulation Eye,” AC2 is the {industry}’s first built-in super-sensor system combining dToF, RGB stereo, and IMU. It may possibly flexibly output fused or impartial depth, picture, and movement pose knowledge with excessive precision, delivering uniformly clear notion throughout your complete area. RoboSense’s industry-leading chip-level {hardware} synchronization expertise ensures that depth and picture knowledge are extremely aligned in each time and area in most eventualities, with a synchronization accuracy of as much as 1?ms, essentially guaranteeing the standard and effectiveness of fused notion.
Millimeter-Degree Excessive-Precision Notion
Attributable to limitations in notion accuracy, most robots in the present day stay at a primary operational stage. Excessive-precision notion throughout all eventualities and situations has turn into a prerequisite for increasing robotic operation ranges. RoboSense ensures the AC2’s excessive precision via hardware-level knowledge fusion and synchronization throughout a number of dimensions:
A newly redesigned totally solid-state large-area dToF depth sensing resolution overcomes the {industry} problem of 3D imaginative and prescient sensor accuracy various with distance, enabling AC2 to attain millimeter-level notion precision of ±5?mm inside an 8?m vary;
The built-in stereo imaginative and prescient system additional enhances AC2’s depth accuracy at ultra-short ranges inside 1?m;
A 1600×1400 high-resolution RGB digital camera dietary supplements ultra-clear shade picture info on prime of depth knowledge, enhancing the fine-grained high quality of AC2’s fused notion.
Extremely-Giant FoV and Compact, Slicing-Edge Design
To make sure environment friendly robotic manipulation, the AC2 achieves one of many largest FoV within the 3D imaginative and prescient sensor {industry}. Whether or not in fused notion or utilizing particular person sensors, it gives an ultra-wide 120°×90° FoV, permitting robots to “see” extra manipulation objects directly and minimizing further errors attributable to frequent head or tilt actions to regulate the view.
With compact dimensions of 100?mm × 30?mm × 45?mm (L × H × D), the AC2 might be flexibly mounted in tight areas reminiscent of humanoid robotic faces, robotic canine heads, or the tip of robotic arms, enabling secure and environment friendly manipulation throughout a variety of robotic platforms.
Excessive Stability and Reliability, Robust Ambient Mild Resistance
Excessive reliability can be key to making sure efficient robotic manipulation. Based mostly on the dToF depth sensing resolution, the AC2 gives glorious resistance to ambient mild interference, sustaining steady efficiency in advanced lighting situations reminiscent of low mild, robust mild, or alternating brightness. Even below intense 100?klux illumination, accuracy stays unaffected.
Designed to automotive-grade requirements, the AC2 meets IP65 mud and water resistance scores and operates inside a temperature vary of -10° to 55°C. Geared up with a GMSL2 interface and FAKRA connector, it gives a extra steady connection than USB, successfully stopping disconnections whereas providing greater transmission bandwidth, making certain a steady and easy notion hyperlink for robotic techniques.
Robots outfitted with the AC2 can obtain high-precision, large-range notion throughout all eventualities and working situations. They’ll effortlessly understand and manipulate small objects reminiscent of toothbrushes and hangers, in addition to extremely reflective supplies like glass and metallic. Even throughout large-scale robotic actions, the fused notion photographs stay undistorted, enabling robots to unlock a wider vary of manipulation purposes.
AI-Prepared, Out-of-the-Field Developer Providers
To higher assist robotic growth wants, RoboSense has up to date its AI-Prepared ecosystem alongside the AC2 {hardware} launch, including open-source algorithms tailor-made for AC2 use circumstances, together with pose estimation and human skeleton recognition. The AI-Prepared ecosystem is a key element of the Energetic Digital camera sequence, providing a full suite of open-source instruments and algorithms such because the AC Studio toolkit, Wiki documentation, and multi-scenario datasets, serving to builders save time on routine duties and speed up growth.
Along with the AI-Prepared ecosystem, the AC2 addresses present problems with sensor stacking and redundant growth in robotics, making it the optimum notion resolution for robotic manipulation purposes. In mature sectors reminiscent of industrial, logistics, and residential service robots, the AC2 can speed up commercialization, enhance operational effectivity, and unlock extra utility eventualities. In high-potential areas like embodied intelligence and digital twins, the AC2 will facilitate useful validation and utility deployment, unleashing higher potentialities.
Skilled Consensus: Notion Revolution is the Key to Robotics Know-how Breakthroughs
In the course of the roundtable discussion board, main teachers gathered to debate the evolution of robotic visible notion, present technological bottlenecks, useful resource allocation choices, and strategies to reinforce generalization capabilities. Many students expressed appreciation and anticipation for RoboSense’s “Eyes of Robots,” the AC2 launch, and its utility potential.
In line with Professor Solar Fuchun, Chair of the Division of Laptop Science and Know-how at Tsinghua College and Deputy Director of the State Key Laboratory of Clever Know-how and Programs, enabling robots to study in immersive, real-world environments makes RoboSense’s “Eyes of Robots” notably essential. Presently, robotic visible notion faces quite a few challenges, together with adapting to dynamic environments, precisely capturing full knowledge, multi-sensor collaborative modeling, calibration errors, and computational effectivity. By integrating a number of sensors right into a unified system, RoboSense’s “Eyes of Robots” successfully addresses these points and holds important utility potential, notably in humanoid robots and industrial logistics.
Professor Zhu Yanhe, Professor and Doctoral Advisor on the College of Mechatronics Engineering, Harbin Institute of Know-how (HIT), and Deputy Director of the Nationwide Key Laboratory of Robotics Know-how and Programs, famous that, from a pure science perspective, human eyes could not even match the efficiency of some animal eyes. He emphasised that embodied clever robots shouldn’t be restricted by our understanding of human imaginative and prescient, however as an alternative develop notion capabilities that surpass human eyes. On this sense, the Energetic Digital camera might be thought to be a “Tremendous Eye,” integrating cameras, LiDAR, and different sensors. In opposition to the backdrop of the AI period, RoboSense’s multi-sensor fusion capabilities have already surpassed abroad counterparts, main innovation within the area.
Professor Li Qingdu, Govt Director of the Institute of Machine Intelligence on the College of Shanghai for Science and Know-how and Director of the Central China Embodied Intelligence Lab, shared insights based mostly on the newest developments of his workforce’s humanoid robots, “Xingzhe-2” and “Xingzhe-3.” He praised AC2’s multi-sensor built-in design, noting {that a} single AC2 can tackle challenges in notion, computational load, and normal compatibility. “With a fused FoV of 120°, AC2’s extensive area of view is extremely fitted to large-scale eventualities, completely assembly our necessities. It additionally demonstrates robust adaptability indoors and outdoor, with steady efficiency even below ambient mild interference.”
Professor Li Miao, Professor and Doctoral Advisor on the College of Robotics, Wuhan College, echoed a typical {industry} saying to replicate on the evolution of robotic eye expertise and AC2’s potential: “Every technology of {hardware} brings a brand new technology of algorithms and robots. With the appearance of RoboSense’s ‘Eyes of Robots,’ a brand new algorithm ecosystem will emerge to assist advanced robotic purposes. I imagine AC2 might evolve right into a ‘tremendous species’ — a notion system that surpasses human imaginative and prescient. Mixed with RoboSense’s AI-Prepared ecosystem and open algorithm SDK, and in collaboration with Chinese language robotics {hardware} corporations, it could actually remedy the challenges of multi-scenario embodied intelligence purposes.”
Leveraging its chip-level technological management and in depth expertise in LiDAR industrialization, RoboSense has launched the Energetic Digital camera sequence, a brand new class of robotic imaginative and prescient merchandise. With the discharge of AC2, Energetic Digital camera now types an entire robotic notion product lineup, addressing the 2 core duties of robotic mobility and manipulation.
AC2 has accomplished preliminary utility validation and is now sending invitation-only beta entry to tutorial and {industry} builders. RoboSense will proceed to construct the optimum notion expertise basis for large-scale business deployment within the robotics {industry}, exploring the limitless potentialities of clever robots with customers worldwide.
About RoboSense
RoboSense (2498.HK), based in 2014, is an AI-driven robotics expertise firm that provides core parts and options for the robotics market, dedicated to “Grow to be the worldwide chief in robotics expertise platforms.” Headquartered in Shenzhen, China, the corporate has workplaces in Shanghai, Suzhou, and Hong Kong; Stuttgart in Germany; Detroit and Silicon Valley in the US. For extra info, please go to: www.robosense.ai
