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VRMesh AI: Multi-Layer 3D Mesh Labeling Software

From Raw 3D Data to Robot Intelligence: VRMesh AI turns complex 3D scan data into accurate, production-ready training datasets for AI and robotics. We help teams label and structure real-world 3D meshes faster and with higher precision.


Built for Real-World Robotics: robots operate in messy, unstructured environments. VRMesh AI delivers the high-quality 3D annotations needed for reliable perception, navigation, and interaction in homes and factories.


Designed to Scale: our end-to-end platform handles large 3D datasets efficiently, helping you move from data capture to deployment with less time and effort.


Key Capabilities:

  • Automated Point Cloud Refinement: Intelligent cleanup to ensure peak data integrity.

  • Optimized Meshing: High-accuracy point-to-mesh conversion tailored for neural network training.

  • Precision Segmentation: Edge and corner detection for hyper-accurate object boundary definition.

  • Multi-Layer Semantic Labeling: Hierarchical tagging for deep spatial and environmental understanding.

  • Universal Integration: Seamless export in flexible formats like JSON and NPZ for any AI pipeline.


Working Examples:

>> Scalable Simulation and Realistic Digital Twins


>> Multi-Layer 3D Mesh Labeling Tested on Google Scanned Objects


>> Multi-Layer 3D Mesh Labeling Tested on Intel Scanned Objects


>> 3D Bounding Box Annotation for Autonomous Driving


 
 
 
  PRODUCTS
VRMesh AI
VRMesh Studio
VRMesh Reverse
VRMesh Survey
VRMesh Library
INDUSTRIES
Physical AI
Construction
Mining
Energy/Utilities
Land Surveying
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