DiffStudio
A cross-platform 3D product visualization experience for e-commerce, streaming neural-rendered product views from an AWS-powered pipeline.
Overview
DiffStudio turns everyday product photos and videos into interactive 3D experiences for online stores. A cross-platform Flutter app lets merchants capture and upload media, while an AWS S3 + CloudFront + Batch and Go backend transforms it into web-optimized, streaming 3D views. Under the hood, NerfStudio, gsplat, and SuperSplat power neural rendering so shoppers can explore products from every angle.
Architecture & Features
Tech Stack
Capture to 3D in Minutes
Start from simple photos or video clips and let the platform handle reconstruction, optimization, and hosting of the final 3D experience.
Embeddable 3D Viewer
Stream high-fidelity 3D product views through an AWS CloudFront-backed viewer that drops into web or mobile storefronts.
Neural Rendering Pipeline
Use NerfStudio, gsplat, and SuperSplat to reconstruct detailed neural radiance fields and serve smooth, immersive 3D interactions.
Cross-Platform Merchant App
Manage captures and preview experiences from a Flutter app that runs consistently across iOS, Android, and desktop.