| Aspect | NeRF | 3DGS |
|---|---|---|
| Training speed | Slower | Faster |
| Rendering | Moderate | Very fast |
| Memory | Lower at inference | Higher (many splats) |
| Quality | High fidelity | Competitive with tuning |
| Best for | High‑detail offline render | Interactive / real‑time |
Quick Pseudocode
import objaverse_plus as oplus
uids = ["n1","n2"]
objs = oplus.load_with_neural(uids, download_dir="./neural_data")