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nerfstudio/configs/semantic_nerf.yaml
T
Ethan Weber 146332cfb6 Refactoring (data loading, semantic-nerf/nerf-w fixes, ...) (#8)
* in progress. camera_indices broken

* faster dataloader. starting on pixel sampler logic

* imagesampler and pixelsampler

* lint and black

* continuing merge

* pytest working

* fixed docs

* docs

* minor changes
2022-06-02 14:58:46 -04:00

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YAML

defaults:
- vanilla_nerf
- override data/dataset: friends_TBBT-big_living_room
- _self_
experiment_name: friends_TBBT-big_living_room
method_name: semantic_nerf
data:
image_dataset:
# "image", "mask", "semantics"
_target_: pyrad.nerf.dataset.image_dataset.PanopticImageDataset
graph:
network:
_target_: pyrad.nerf.graph.semantic_nerf.SemanticNerfGraph
collider_config:
_target_: pyrad.nerf.colliders.AABBBoxCollider
num_coarse_samples: 64
num_importance_samples: 64
loss_coefficients: # loss coefficients
rgb_loss_coarse: 1.0
rgb_loss_fine: 1.0
semantic_loss_fine: 0.05