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Chore: Update README (#203)
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### Description

A more gentle description of why we started CAREamics.
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jdeschamps authored Aug 8, 2024
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Expand Up @@ -19,10 +19,9 @@ variants and cousins (CARE, Noise2Noise, N2V2, P(P)N2V, HDN, muSplit etc.).
## Why CAREamics?

Noise2Void is a widely used denoising algorithm, and is readily available from the `n2v`
python package. However, n2v is based on TensorFlow and Keras and we found it
increasingly hard to maintain. In addition, more recent methods (PPN2V, DivNoising,
HDN) are all implemented in PyTorch, but are lacking the extra features that would make
them usable by the community.
python package. However, `n2v` is based on TensorFlow, while more recent methods
denoising methods (PPN2V, DivNoising, HDN) are all implemented in PyTorch, but are
lacking the extra features that would make them usable by the community.

The aim of CAREamics is to provide a PyTorch library reuniting all the latest methods
in one package, while providing a simple and consistent API. The library relies on
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