Open-source model turns any single-camera video into real-time 3D maps at 20 FPS
bennash · x · 2026-10-28
An open-sourced model can turn any regular video into a real-time 3D map:
- Works with one camera, no LiDAR or depth sensors required
- Runs at 20 FPS on a single GPU, stable past 10,000 frames
- Architecture: Geometric Context Transformer
- Beats optimization-based methods on benchmarks
More from Research
- REGER paper adds explicit item relations to generative recommendation via semantic IDs — _reachsumit · 2026-10-29
- ARC Prize finds v2 = v1^4.53 power curve explains 98% of ARC-AGI-2 score variance — GregKamradt · 2026-10-29
- Paper: Max reasoning effort costs up to 42x more and often fails tasks lower effort solves — zainhas · 2026-10-29
- Jeff Clune opens Kempner seminar series on open-ended, AI-generating algorithms — jeffclune · 2026-10-29
- DiscoTrace paper on human vs LLM answering strategies wins Best Paper at EMNLP 2026 — rachelrudinger · 2026-10-29
- A Red Heart Image Makes Claude and GPT Write Recursive Code 100% of the Time, DeepMind Finds — dair_ai · 2026-10-29