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12 changes: 12 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,18 @@ DiffDRR
[![Docs](https://github.com/eigenvivek/DiffDRR/actions/workflows/deploy.yaml/badge.svg)](https://vivekg.dev/DiffDRR/)
[![Code style: black](https://img.shields.io/badge/Code%20style-black-black.svg)](https://github.com/psf/black)

> [!NOTE]
>
> If you're using `DiffDRR` for your projects, consider instead using [`nanodrr`](https://github.com/eigenvivek/nanodrr), a
> highly optimized reimplementation by the same authors.
>
> `nanodrr` contains all the same functionality as `DiffDRR`, but since it's redesigned from scratch, it achieves
> - 5x faster rendering speeds
> - 2.5x less memory consumption
> - Compatiblity with `torch.compile` and automatic mixed precision
>
> ...all while still being pure PyTorch!

`DiffDRR` is a PyTorch-based digitally reconstructed radiograph (DRR) generator that provides

1. Differentiable X-ray rendering
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