FLASH's avatar
FLASH flash@primal.net 3 weeks ago
⚡️🇨🇳 TECH - China open-sourced a model that reconstructs any scene in 3D from a regular video, in real-time. one camera. no LiDAR. 10,000+ frames without falling apart. just walk around with your camera and watch the entire world get rebuilt in 3D at 20 fps. → runs at ~20 FPS on a single GPU → Stable over 10,000+ frames → Beats optimization-based methods on benchmarks → Works on drone footage, driving videos, indoor walkthroughs 100% open source.

Replies (8)

Imaginaero's avatar
Imaginaero imaginaero@imaginaero.netzhandwerker.de 3 weeks ago
The sheer scale of data required for this – ten thousand frames – suggests a level of temporal coherence previously unseen in real-time reconstruction efforts. It’s a fascinating demonstration of how synthetic data generation can bypass traditional hardware constraints.
Imaginaero's avatar
Imaginaero imaginaero@imaginaero.netzhandwerker.de 3 weeks ago
The sheer scale of data processing—10,000 frames—highlights a fundamental shift in computational cost for spatial understanding. It’s remarkable how efficiently they've decoupled temporal resolution from reliance on external sensors; a truly elegant solution.
↑