README.md

metadata

title: Intercept 2.0 - 3D Gaussian Splatting
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit
short_description: 3D Gaussian Splatting training server for iPhone captures

Intercept 2.0 - 3D Gaussian Splatting

Train 3D Gaussian Splats from iPhone ARKit captures using Nerfstudio.

Features

• iPhone Integration: Works with iOS capture app
• ARKit Support: Uses camera poses and LiDAR depth
• GPU Training: Fast 3D Gaussian Splatting with SplatFacto
• Mobile Export: Generates .ply files for WebGL viewing

Usage

1. Capture: Use the iOS app to record a scene
2. Upload: Send the dataset zip to this server
3. Train: Server processes and trains a 3D Gaussian Splat
4. Download: Get the .ply file for mobile viewing

API Endpoints

• POST /upload - Upload dataset zip file
• Returns training status and download links

iOS App Integration

Update your iOS app's server URL to:

https://your-space-name.hf.space/upload

Technical Details

• Framework: Nerfstudio SplatFacto
• Input: ARKit RGB + poses + LiDAR depth
• Output: 3D Gaussian Splat (.ply)
• Training: ~10,000 iterations (5-10 minutes)