I will build custom software, opencv webapp, 2d image to 3d point cloud reconstruction


About this gig
Looking to turn 2D images into interactive 3D point clouds using a custom-built web app? I specialize in OpenCV-powered web applications that reconstruct 3D scenes from multiple 2D image inputs. Whether for scientific research, AR/VR pipelines, robotics, surveillance, or 3D mapping, I design intelligent and scalable solutions. Using OpenCV, Structure from Motion (SfM), depth estimation, and multi-view stereo, I can develop an app that processes 2D inputs and outputs 3D point clouds or mesh previews in real-time. Delivered via a responsive, user-friendly web interface, I ensure integration with tools like Three.js or Potree for visualization. My solutions are fully customizable for research, industrial, or creative applications.
Services Offered:
- 2D image to 3D point cloud conversion
- OpenCV custom web app development
- SfM & multi-view stereo processing
- Depth map generation
- Point cloud visualization (Three.js / Potree)
- Frontend + backend app integration
- API input/output for automation
- Real-time or batch processing setup
- OpenCV
- COLMAP / OpenMVG
- Python / Flask / FastAP
Lets transform your imagery into a spatial experience that delivers both precision and interactivity
Get to know Glob D
DESIGN AND FULL STACK DEVELOPMENT SERVICES
- FromUnited States
- Member sinceJul 2025
Languages
English, Spanish
FAQ
What image formats are supported?
Most common formats like JPG, PNG, and TIFF are supported for input.
How many images do I need for reconstruction?
Typically 3–10 overlapping images from different angles work best.
Will I be able to export the point cloud?
Yes, I can include export options to PLY, OBJ, or LAS formats.
Can you deploy this on my server or hosting?
Absolutely, I can set it up on your VPS, AWS, or local server.
Do you use AI for better depth accuracy?
Yes, on request I can integrate ML-based depth estimation models.
Can it show live previews in browser?
Yes, I integrate with Three.js or Potree for real-time 3D previews.
Is it possible to include camera calibration?
Yes, intrinsic/extrinsic calibration routines can be integrated.
