Akshay Parkhi's Weblog

Smartphone Photos to Synthetic Training Data: A 3D Reconstruction Pipeline

This pipeline turns smartphone photos of your home into synthetic training data — RGB images, depth maps, and camera parameters from viewpoints that never existed. You capture photos, reconstruct a 3D model, then render unlimited novel views. Here’s how the five-stage pipeline works.