Under the theme "Building the Eyes and Brain of Physical AI," Orbbec is demonstrating solutions for reliable 3D perception, scalable real-world data collection, and coordinated wide-area and close-range sensing for robotic manipulation.

Reliable Robotic Perception for Picking and Inspection

Transparent, reflective and low-texture objects can cause missing or noisy depth data in robotic applications. Orbbec is highlighting the LingBot Enhanced Depth Filter, which combines chip-level native depth data from the Gemini 330 series cameras with Robbyant's LingBot-Depth model. Delivered through Orbbec SDK, it reduces missing depth and noise while refining object boundaries, supporting transparent-object picking, box and shelf recognition, pose estimation and component localization.

Orbbec is also showcasing Nova S1, a customizable 3D DLP camera designed for high-accuracy assembly and inspection.

Scalable Data Collection Without Dedicated Robots

Training robotic and embodied AI models requires large volumes of synchronized, multimodal real-world data. Orbbec is presenting the full lineup of its Robot-Free Data Collection Hardware Platform in Japan for the first time.

The platform includes EGO, UMI, WristCam, and Hub, supporting first-person observation, handheld manipulation, wrist-level interaction and multi-device synchronization. It is available as standardized products, private-label customization, CM, and JDM services, while supporting hardware customization and secondary software development. Under specified validation conditions, the system has demonstrated over 37 hours of continuous recording, more than 100 million captured frames, synchronization error below 1 ms, and factory calibration error below 0.3 pixels.

Coordinated Perception for Robot Manipulation

Together with Advantech, a global leader in IoT intelligent systems and embedded platforms, Orbbec is demonstrating an integrated "eye-brain-hand" solution combining Gemini 335Lg for wide-area environmental perception, Gemini 305g for close-range manipulation sensing, and Advantech's AFE-R750 robotics-ready control system for edge AI processing.

Orbbec's 3D vision technologies are already deployed in Japan, including Femto Mega in Hitachi Group's CO-URIBA unmanned retail solution and Gemini 2 in a hospital logistics robot developed by a major Japanese automotive manufacturer.

Felix Zheng, Managing Director, APAC Region at Orbbec, said, "Japan sets a high bar for robotic vision in performance, reliability and long-term supply. Through Logis-Tech Tokyo 2026, we aim to deepen collaboration with customers and partners and bring our technologies into more real-world robotics applications."

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Leveraging its robotics vision expertise and product breadth, Orbbec is among the few data collection platform providers combining multi-sensor fusion, calibration and synchronization, a full-stack vision portfolio, and global mass-production and delivery capabilities.

Covering Key Data Collection Needs

Built around EGO, UMI, and WristCam, the platform supports first-person observation, detailed hand-object interaction, and wrist-level near-field data collection. It can be configured by task type, collector scale, and sensor combination.

At ROSCon JP, Orbbec demonstrated live output from its Dual-Ego prototype, featuring dual 2-megapixel fisheye cameras. With synchronization accuracy within 1 ms, a six-axis IMU operating at up to 1,000 Hz and a lightweight 200 g design, Dual-Ego captures aligned visual and motion data for mobile, first-person collection.

In addition, another core product series within the platform, EGO RGB-D series combines chip-level native depth output with LingBot-Depth enhancement to improve depth completeness for transparent, reflective, and other challenging objects.

Consistency at the Core

Orbbec supports high-quality data collection at scale through four capabilities:

• High-precision multimodal calibration for spatial consistency: Accurate 3D alignment across RGB, depth, IMU, and other sensors.
• Hardware-level multi-device synchronized triggering for temporal consistency: Microsecond-level clock synchronization and frame-level alignment.
• Scaled manufacturing and global delivery for product consistency: Million-unit production experience, digital quality management, and manufacturing capacity in China and Vietnam.
• Deep technology depth and product breadth for flexible scenario customization: A full-stack matrix spanning RGB, structured light, stereo vision, ToF, and LiDAR.

Orbbec has already established strong partnerships with leading Japanese companies. Its 3D vision technologies support Hitachi's CO-URIBA "hands-free shopping" retail solution and an autonomous hospital logistics robot developed by one of Japan's top three automakers.

"Japan has an advanced robotics industry and high standards for data quality and deployment," said Felix Zheng, Managing Director, APAC Region at Orbbec. "We look forward to helping more customers scale real-world data collection efficiently."

About Orbbec

Orbbec is a global robotics and AI vision technology company providing full-stack 3D vision solutions. With integrated R&D and manufacturing capabilities, Orbbec serves more than 5,000 customers across nearly 100 countries and regions.

Learn more: https://www.orbbec.com/robot-free-data-collection/