VGGT : Unlock Next-Gen 3D Reconstruction
VGGT empowers developers and researchers with a single forward pass to predict camera poses, depth maps, point clouds, and more—no external bundle adjustment required.
Input Requirements Guide
Learn how to prepare your data for optimal 3D reconstruction results with VGGT
Key Input Elements
Multi-View Images
Provide synchronized images from different viewpoints of the same scene
Camera Intrinsics
Approximate camera intrinsic parameters (focal length, principal point)
Image Quality
Use clear, well-lit images with minimal motion blur
Pro Tips for Best Results
Optimal View Coverage
Capture images with 60-70% overlap between adjacent views for better feature matching and reconstruction accuracy
Lighting Consistency
Maintain consistent lighting across all views to improve geometric feature detection and reduce artifacts
Scene Complexity
Start with objects or scenes that have distinct textures and features. Avoid reflective or transparent surfaces for initial testing
Basic vs Enhanced Input
"5 images, random angles, mixed lighting, auto camera settings"
"12+ images, systematic angle coverage, uniform lighting, calibrated camera intrinsics"
How to Use VGGT
Follow these simple steps to reconstruct 3D models from your multi-view images using VGGT
Prepare Your Images
Upload 5-20 synchronized images of your scene or object from different viewpoints. Ensure good overlap between adjacent views.
Set Camera Parameters
Provide approximate camera intrinsic parameters. If unknown, you can use default values or let the system estimate them.
Select Model Size
Choose between Base (faster, 8GB GPU), Large (higher quality, 16GB+ GPU), or XLarge (best quality, 32GB GPU) based on your needs.
Run Reconstruction
Click 'Generate 3D Model' and wait for VGGT to process your images. Processing time varies from 30 seconds to 5 minutes depending on model size.
Download Results
Download your reconstructed point cloud (PLY format), depth maps (PNG), camera poses (JSON), and preview the 3D model in the interactive viewer.
VGGT processes your images end-to-end without requiring manual camera calibration or bundle adjustment, making 3D reconstruction accessible to everyone.
Frequently Asked Questions
Common questions about using VGGT for 3D reconstruction
Start Creating 3D Models with VGGT
Transform your multi-view images into high-quality 3D reconstructions in minutes
No coding required. Simply upload your images and let VGGT handle the rest.