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1.3 KiB
1.3 KiB
NeRF
Neural Radiance Fields
:color: primary
:outline:
Paper Website
Running the Model
python scripts/run_train.py --config-name=graph_vanilla_nerf.yaml
Method
Overview
Field Representation
Positional Encoding
Rendering
Hierarchical Sampling
Benchmarks
Blender Synthetic
| Implementation | Mic | Ficus | Chair | Hotdog | Materials | Drums | Ship | Lego | Average |
|---|---|---|---|---|---|---|---|---|---|
| nerfactory | 34.28 | 30.63 | 36.16 | 36.49 | 28.36 | 25.44 | 28.69 | 33.67 | 31.71 |
| TF NeRF | 32.91 | 30.13 | 33.00 | 36.18 | 29.62 | 25.01 | 28.65 | 32.54 | 31.04 |
| JaxNeRF | 34.53 | 30.43 | 34.08 | 36.92 | 29.91 | 25.03 | 29.36 | 33.28 | 31.69 |