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AI image recognition output

Engineering Service

Tunnel Defect Inspection and AI Image Recognition

隧道病害检测与AI图像识别

Tunnel defect inspection and AI-aided image recognition solution for detecting tunnel defects, facility changes, and rail transit tunnel features using lidar images, HD line scan images, and multi-view analysis

基于激光图像、高清线阵图像和多视角分析的隧道病害检测与AI辅助识别方案,可用于隧道病害、设施变化和轨道交通隧道特征识别

Supplied by Shanghai Bofa Spatial Information Technology Co., Ltd.

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Overview

Service overview

The tunnel defect inspection and AI image recognition solution combines lidar intensity images, lidar depth images, line scan camera images, maps, HD images, GPR images, and cross-section drawings. It supports tunnel defect inspection, facility and change inspection, metro tunnel feature recognition, and AI-aided classification of tunnel elements.

隧道病害检测与AI图像识别方案融合激光强度图、激光深度图、线阵相机图像、地图、高清图像、探地雷达图像和断面图等多源数据,可用于隧道病害检测、设施变化检查、地铁盾构隧道特征识别及隧道构件AI辅助分类。

Scope

Service scope

Key components that may be provided for relevant engineering scenarios.

  • Lidar intensity image analysis
  • Lidar depth image analysis
  • Line scan camera image analysis
  • Multi-view data fusion
  • AI-aided feature recognition
  • Tunnel defects and facility changes inspection
  • Recognition rate up to 90%
  • 激光强度图分析
  • 激光深度图分析
  • 线阵相机图像分析
  • 多视角数据融合
  • AI辅助特征识别
  • 隧道病害与设施变化检查
  • 识别率最高可达90%

Scenarios

Applicable project scenarios

Typical project conditions where this offering may be relevant.

  • Tunnel defect inspection
  • Minor crack detection
  • Water leakage inspection
  • Facility and change inspection
  • Metro shield tunnel feature recognition
  • Trackside asset recognition
  • Multi-view tunnel image analysis
  • 隧道病害检测
  • 微小裂缝检测
  • 渗漏水检查
  • 设施与变化检查
  • 地铁盾构隧道特征识别
  • 轨旁资产识别
  • 隧道多视角图像分析

Technical Information

Technical parameters

  • Image resolution: Up to 0.2 mm per pixel.
  • Data views: Lidar image, map, HD image, GPR image, cross-section drawing.
  • Recognition targets: Bolt, segment, OCS, cable, signboard, track bed, fastener, escape platform, target, rail track, pipe.
  • Recognition rate: Up to 90%.

技术参数

  • 图像分辨率:最高0.2 mm/像素。
  • 数据视图:激光图像、地图、高清图像、探地雷达图像、断面图。
  • 识别对象:螺栓、管片、接触网系统、电缆、标志牌、道床、扣件、疏散平台、靶标、轨道、管线。
  • 识别率:最高90%。

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