Outdoor High-Precision 3D Perception

Helping machines see the world at sub-millimeter accuracy

An outdoor high-precision 3D perception system for robots — combining rugged 3D cameras with robotic 3D perception algorithms to deliver turnkey vision solutions.

Core Capabilities

Integrated hardware and software — the full stack from camera to algorithm

High-Precision 3D Camera

Sub-millimeter 3D imaging accuracy for typical materials, even under harsh outdoor conditions such as strong sunlight and backlight. Stable and anti-interference, delivering high-quality point clouds and color images.

Accuracy: < 0.1 mm

Object Recognition Algorithms

Pose-estimation algorithms for PV modules, mounting frames, logs and more. Easily integrated into robots for arm guidance, precise measurement and localization.

Recognition accuracy: 99.8%

All-Weather Outdoor Adaptation

Purpose-built for challenging outdoor lighting — stable under strong sunlight, shadow and backlight. Long-term validated at solar farms, forest plantations and oil fields.

IP65 ingress protection

Product Series

Three models covering a range of application scenarios

Tensor Plus

Product imagetensor-plus
Tensor Plus

Specifications

Dimensions275×125×81.5mm
Weight2.1kg
Power Supply12V DC
Peak Power30W
CommunicationGigabit Ethernet
Operating Temperature-20°C to +60°C
Ingress ProtectionIP65

Performance

ResolutionColor image: 4056×3040; 3D image: 4056×3040
Field of ViewHorizontal: 76°, Vertical: 61°
Imaging Speed8–12s@4K
Working Distance0.8–2.5m
Z Accuracy0.27mm@1.2m
Output DataRGB + aligned 3D image
Programming InterfaceC++ / Python SDK
1 / 3

Application Scenarios

Validated in deployment with leading customers across industries

PV Module Installation Robot application scenario - 1
PV Module Installation Robot application scenario - 2
PV Module Installation Robot application scenario - 3

PV Module Installation Robot

The 3D vision system precisely computes the installation pose of every PV module and guides the robotic arm through fully automated assembly, including bolt fastening.

  • Module pose estimation accurate to ±0.5 mm, ±0.1°
  • Supports a variety of PV modules and mounting frames
  • Stable operation under strong sunlight
Intelligent Log Measurement application scenario - 1
Intelligent Log Measurement application scenario - 2
Intelligent Log Measurement application scenario - 3

Intelligent Log Measurement

In forestry, 3D cameras rapidly scan log piles to precisely measure the diameter and volume of each log for trading, handover and production management.

  • Single-scan measurement time <25s
  • Average diameter error: ±2 mm
  • Supports scaling standards worldwide

Ready to automate your field operations?

Whether you build robots or run field operations, we deliver industry-leading, cost-effective 3D perception and field robot solutions.