AI Automatic VR Tour Generation System

We design and deploy artificial intelligence systems: from prototype to production-ready solutions. Our team combines expertise in machine learning, data engineering and MLOps to make AI work not in the lab, but in real business.
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AI Automatic VR Tour Generation System
Medium
~2-4 weeks
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AI System for Automatic VR Tour Generation

VR tours for real estate, tourism, education and museums traditionally require expensive 360° camera shooting and manual assembly. AI system automates processing of recorded material and generates missing content — enabling faster and cheaper tour creation.

Automation Components

360° Image Enhancement:

  • Inpainting for removing equipment and people from frame (SAM + SDXL inpainting)
  • Super-resolution of 360° panoramas (Real-ESRGAN with equirectangular awareness)
  • Automatic color correction and HDR balancing

AI Content Generation:

  • Generating missing viewpoints via PanoGen / SynSin
  • Filling missing rooms/spaces via Stable Diffusion + depth estimation
  • Seasonal variants: same scene at different times or seasons

Hotspot & Navigation:

  • Automatic placement of transition points between scenes via semantic space understanding
  • LLM-generated text descriptions for each scene (for museum audio guide)
  • TTS synthesis of audio guide

Publishing:

  • Automatic assembly into Matterport-compatible format, Krpano, A-Frame (WebXR)
  • SEO-optimized embed code

3–4 Week Pipeline

Configuration of 360° content processor, missing element generation, automatic publishing. Integration with client CMS.

Parameter Value
Single Scene Processing 2–8 min (auto)
Manual Labor Reduction -65%
Output Platforms Web (WebGL), Oculus, iOS/Android
Format Support Equirectangular, Cubemap, Stereoscopic