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38 lines
1.3 KiB
Markdown
38 lines
1.3 KiB
Markdown
# NeRF
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<h4>Neural Radiance Fields</h4>
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```{button-link} https://www.matthewtancik.com/nerf
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:color: primary
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:outline:
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Paper Website
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```
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### Running the Model
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```bash
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python scripts/run_train.py --config-name=graph_vanilla_nerf.yaml
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```
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## Method
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### Overview
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### Field Representation
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#### Positional Encoding
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### Rendering
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#### Hierarchical Sampling
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## Benchmarks
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##### Blender Synthetic
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| Implementation | Mic | Ficus | Chair | Hotdog | Materials | Drums | Ship | Lego | Average |
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| --------------------------------------------------------------------------------- | :-------: | --------- | :-------: | --------- | --------- | --------- | --------- | --------- | --------- |
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| nerfactory | 34.28 | **30.63** | **36.16** | 36.49 | 28.36 | **25.44** | 28.69 | **33.67** | **31.71** |
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| [TF NeRF](https://github.com/bmild/nerf) | 32.91 | 30.13 | 33.00 | 36.18 | 29.62 | 25.01 | 28.65 | 32.54 | 31.04 |
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| [JaxNeRF](https://github.com/google-research/google-research/tree/master/jaxnerf) | **34.53** | 30.43 | 34.08 | **36.92** | **29.91** | 25.03 | **29.36** | 33.28 | 31.69 |
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