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Sep 28, 2022
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ngp doc #32

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ngp doc
liruilong940607 Sep 28, 2022
09b9292
fix doc title
liruilong940607 Sep 28, 2022
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2 changes: 2 additions & 0 deletions docs/source/examples/dnerf.rst
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Dynamic Scene
====================
23 changes: 12 additions & 11 deletions docs/source/examples/ngp.rst
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Expand Up @@ -8,22 +8,23 @@ Benchmarks

Here we trained a NGP Nerf model on the NeRF-Synthetic dataset. We follow the same
settings with the paper, which uses trainval split for training and test split for
evaluation. Our experiments are conducted on a single NVIDIA TITAN RTX GPU.
evaluation. Our experiments are conducted on a single NVIDIA TITAN RTX GPU. The training
memory footprint is about 3GB.

.. note::

The paper makes use of the alpha channel in the images to apply random background
augmentation during training. Yet we only uses a constant white background.

+----------------------+----------+----------+------------+-------+--------+--------+--------+--------+
| | Lego | Mic | Materials |Chair |Hotdog | Ficus | Drums | Ship |
| | | | | | | | | |
+======================+==========+==========+============+=======+========+========+========+========+
| Paper (PSNR: 5min) | 36.39 | 36.22 | 29.78 | 35.00 | 37.40 | 33.51 | 26.02 | 31.10 |
+----------------------+----------+----------+------------+-------+--------+--------+--------+--------+
| Ours (PSNR) | 36.61 | 37.45 | 30.15 | 36.10 | 38.17 | | 25.83 | |
+----------------------+----------+----------+------------+-------+--------+--------+--------+--------+
| Ours (Training time)| 300s | 272s | 258s | 311s | 287s | | 249s | |
+----------------------+----------+----------+------------+-------+--------+--------+--------+--------+
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
| | Lego | Mic | Materials |Chair |Hotdog | Ficus | Drums | Ship |
| | | | | | | | | |
+======================+=======+=======+============+=======+========+========+========+========+
| Paper (PSNR: 5min) | 36.39 | 36.22 | 29.78 | 35.00 | 37.40 | 33.51 | 26.02 | 31.10 |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
| Ours (PSNR) | 36.61 | 37.45 | 30.15 | 36.10 | 37.88 | 32.07 | 25.83 | |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+
| Ours (Training time)| 300s | 272s | 258s | 311s | 275s | 254s | 249s | |
+----------------------+-------+-------+------------+-------+--------+--------+--------+--------+

.. _`github repository`: : https://github.com/KAIR-BAIR/nerfacc/
2 changes: 2 additions & 0 deletions docs/source/examples/unbounded.rst
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Unbounded Scene
====================