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OpenDAS
nerfacc
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d1e7ddce
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d1e7ddce
authored
Sep 28, 2022
by
Ruilong Li(李瑞龙)
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GitHub
Sep 28, 2022
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Docs (#37)
* update doc and bump version * update docs with final scores * minor fix
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docs/source/examples/dnerf.rst
docs/source/examples/dnerf.rst
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docs/source/examples/unbounded.rst
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docs/source/examples/dnerf.rst
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d1e7ddce
Dynamic Scene
====================
See code `examples/train_mlp_dnerf.py` at our `github repository`_ for details.
Benchmarks
------------
Here we trained a 8-layer-MLP for the radiance field and a 4-layer-MLP for the warping field,
(similar to the T-Nerf model in the `D-Nerf`_ paper) on the `D-Nerf dataset`_. We used train
split for training and test split for evaluation. Our experiments are conducted on a
single NVIDIA TITAN RTX GPU.
Note:
.. note::
The :ref:`Occupancy Grid` used in this example is shared by all the frames. In other words,
instead of using it to indicate the opacity of an area at a single timestamp,
Here we use it to indicate the `maximum` opacity at this area `over all the timestamps`.
...
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@@ -25,3 +31,5 @@ Note:
.. _`D-Nerf`: https://arxiv.org/abs/2104.00677
.. _`D-Nerf dataset`: https://www.dropbox.com/s/0bf6fl0ye2vz3vr/data.zip?dl=0
.. _`github repository`: https://github.com/KAIR-BAIR/nerfacc/
docs/source/examples/unbounded.rst
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d1e7ddce
Unbounded Scene
====================
See code `examples/train_ngp_nerf.py` at our `github repository`_ for details.
Benchmarks
------------
Here we trained a `Instant-NGP Nerf`_ on the `MipNerf360`_ dataset. We used train
split for training and test split for evaluation. Our experiments are conducted on a
single NVIDIA TITAN RTX GPU.
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@@ -34,3 +39,4 @@ that takes from `MipNerf360`_.
.. _`Instant-NGP Nerf`: https://arxiv.org/abs/2103.13497
.. _`MipNerf360`: https://arxiv.org/abs/2111.12077
.. _`Nerf++`: https://arxiv.org/abs/2010.07492
.. _`github repository`: https://github.com/KAIR-BAIR/nerfacc/
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