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fix hyperlinks
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psetinek committed Apr 30, 2024
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Expand Up @@ -25,12 +25,9 @@ PixelNeRF is a method that directly generates the parameters of a NeRF from one
In other words, it conditions the NeRF on the input images.
Unlike the original NeRF, which trains a MLP which takes spatial points to a density and color, PixelNeRF uses spatial features generated from the input images.

![PixelNeRF diagram](https://huggingface.co/datasets/hf-vision/course-assets/resolve/main/PixelNeRF_pipeline.png)
image from https://alexyu.net/pixelnerf

<div style="display: flex; flex-direction: column; align-items: center;">
<img src="https://huggingface.co/datasets/hf-vision/course-assets/resolve/main/PixelNeRF_pipeline.png" alt="PixelNeRF diagram" />
<p>image from https://alexyu.net/pixelnerf</p>
<p>Image from: <a href="https://alexyu.net/pixelnerf">PixelNeRF</a></p>
</div>

The method first passes the input images through a convolutional neural network (ResNet34), bilinearly upsampling features from multiple layers to the same resolution as the input images.
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