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nerfstudio/docs/tutorials/data/choosing_dataset.md
Matthew Tancik 2bc6d9cc63
Update docs (#65) 
+ Clean up data setup docs
+ Clean up visualize data ipynb
+ Enable interactive ploty in docs
2022-06-29 11:47:55 -07:00

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Dataset configuration

Specifying dataset

The dataset path and type is specified in the model config. Both dataset_inputs_train and a dataset_inputs_eval need to be set. You can see configs/graph_default.yaml for more details on what a full config would look like.

data:
  dataset_inputs_train:
    data_directory: data/instant_ngp/fox
    dataset_format: instant_ngp
    downscale_factor: 1
    alpha_color: white
  dataset_inputs_eval:
    data_directory: data/instant_ngp/fox
    dataset_format: instant_ngp
    downscale_factor: 1
    alpha_color: white

Visualize dataset

You can use notebooks/visualize_dataset.ipynb to see how your formatted dataset looks. This code will load a dataset from a yaml config, show the camera poses, and visualize rays with the specified collider in the config. TODO: add a better visualization with images too

visualize_dataset

Supported datasets

We include support for a set of standard dataset formats.

Blender Synthetic
:color: primary
:outline:
Download

dataset_format: blender

Classic NeRF dataset including the "lego bulldozer" scene that was released with the original NeRF paper.

Instant NGP
:color: primary
:outline:
Download

dataset_format: instant_ngp
MipNeRF 360
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:outline:
Download

dataset_format: mipnerf_360