nerfbaselines¶
nerfbaselines [OPTIONS] COMMAND [ARGS]...
download-dataset¶
nerfbaselines download-dataset [OPTIONS] DATASET
Options
- -o, --output <output>¶
- -v, --verbose¶
Arguments
- DATASET¶
Required argument
evaluate¶
nerfbaselines evaluate [OPTIONS] PREDICTIONS
Options
- -o, --output <output>¶
Required
- --disable-extra-metrics¶
Disable extra metrics which need additional dependencies.
Arguments
- PREDICTIONS¶
Required argument
render¶
nerfbaselines render [OPTIONS]
Options
- --checkpoint <checkpoint>¶
Required
- --data <data>¶
Required
- --output <output>¶
output directory or tar.gz file
- --split <split>¶
- -v, --verbose¶
- --backend <backend>¶
- Options:
conda | docker | apptainer | python
render-dataset-results¶
nerfbaselines render-dataset-results [OPTIONS]
Options
- --results <results>¶
- --dataset <dataset>¶
- --output-type <output_type>¶
- Options:
markdown | json
- --method-links <method_links>¶
- Options:
paper | website | results | none
- --output <output>¶
render-trajectory¶
nerfbaselines render-trajectory [OPTIONS]
Options
- --checkpoint <checkpoint>¶
Required
- --trajectory <trajectory>¶
Required
- --output <output>¶
output a mp4/directory/tar.gz file
- --output-type <output_type>¶
output type
- Options:
color | depth
- -v, --verbose¶
- --backend <backend>¶
- Options:
conda | docker | apptainer | python
shell¶
nerfbaselines shell [OPTIONS]
Options
- --method <method>¶
Required
- Options:
nerfacto:big | zipnerf | mip-splatting:large | nerfacto | tetra-nerf:latest | mipnerf360 | tetra-nerf | camp | instant-ngp | mipnerf360:single-gpu | tensorf | mip-splatting | nerfacto:huge | gaussian-splatting:large | gaussian-splatting
- --backend <backend>¶
- Options:
conda | docker | apptainer | python
- -v, --verbose¶
train¶
nerfbaselines train [OPTIONS]
Options
- --method <method>¶
Required Method to use
- Options:
camp | gaussian-splatting | gaussian-splatting:large | instant-ngp | mip-splatting | mip-splatting:large | mipnerf360 | mipnerf360:single-gpu | nerfacto | nerfacto:big | nerfacto:huge | tensorf | tetra-nerf | tetra-nerf:latest | zipnerf
- --checkpoint <checkpoint>¶
- --data <data>¶
Required
- --output <output>¶
- --vis <vis>¶
Logger to use. Defaults to tensorboard.
- Options:
none | wandb | tensorboard | wandb+tensorboard
- -v, --verbose¶
- --eval-few-iters <eval_few_iters>¶
When to evaluate on few images
- --eval-all-iters <eval_all_iters>¶
When to evaluate all images
- --backend <backend>¶
- Options:
conda | docker | apptainer | python
- --disable-extra-metrics¶
Disable extra metrics which need additional dependencies.
- --disable-output-artifact¶
Disable producing output artifact containing final model and predictions.
- --force-output-artifact¶
Force producing output artifact containing final model and predictions.
- --num-iterations <num_iterations>¶
Number of training iterations.
- --set <config_overrides>¶
Override a parameter in the method.
viewer¶
nerfbaselines viewer [OPTIONS]
Options
- --checkpoint <checkpoint>¶
Required
- --data <data>¶
- -v, --verbose¶
- --backend <backend>¶
- Options:
conda | docker | apptainer | python
- --port <port>¶
- --viewer <viewer>¶
- Options:
viser | nerfstudio