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nerfstudio/docs/models/nerf.md
Matthew Tancik 6dc704c551
Rename repo to nerfactory (#204)
* Rename to nerfactory

* Fix missing files
2022-07-25 13:52:20 -07:00

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