napari plugin providing an interface to CAREamics.
Project description
CAREamics napari plugin
CAREamics is a PyTorch library aimed at simplifying the use of Noise2Void and its many 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, 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 PyTorch Lightning as a back-end. In addition, we will provide extensive documentation and tutorials on how to best apply these methods in a scientific context.
This package provide a plugin for the napari viewer.
Installation and use
Check out the documentation for installation instructions and guides!
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file careamics_napari-0.0.18.tar.gz.
File metadata
- Download URL: careamics_napari-0.0.18.tar.gz
- Upload date:
- Size: 70.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
59bb7de5abb7398339fe019a773013340d4c33ac3c31bccebc3ad686078eeff2
|
|
| MD5 |
f77c040d7fa3d478324c489c8affdc9a
|
|
| BLAKE2b-256 |
ecc2eeeca3b0619f651a1933314f512e3a5c2ee8b77efd12fd993dec81046a88
|
Provenance
The following attestation bundles were made for careamics_napari-0.0.18.tar.gz:
Publisher:
test_and_deploy.yml on CAREamics/careamics-ui
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
careamics_napari-0.0.18.tar.gz -
Subject digest:
59bb7de5abb7398339fe019a773013340d4c33ac3c31bccebc3ad686078eeff2 - Sigstore transparency entry: 815773456
- Sigstore integration time:
-
Permalink:
CAREamics/careamics-ui@d8a9893e48a841c07eebeeea0258b6668cbba214 -
Branch / Tag:
refs/tags/v0.0.18 - Owner: https://github.com/CAREamics
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
test_and_deploy.yml@d8a9893e48a841c07eebeeea0258b6668cbba214 -
Trigger Event:
push
-
Statement type:
File details
Details for the file careamics_napari-0.0.18-py3-none-any.whl.
File metadata
- Download URL: careamics_napari-0.0.18-py3-none-any.whl
- Upload date:
- Size: 85.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
84cc9a67aff4a2adcc00ed88ffb965e629a037de958b2d00b5056ef468d47935
|
|
| MD5 |
6e6125b4c921a670d6e2a8e11cc78a46
|
|
| BLAKE2b-256 |
177533bf22694adf847980d21590853353bce309635d08d73c65744a90d8a1b8
|
Provenance
The following attestation bundles were made for careamics_napari-0.0.18-py3-none-any.whl:
Publisher:
test_and_deploy.yml on CAREamics/careamics-ui
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
careamics_napari-0.0.18-py3-none-any.whl -
Subject digest:
84cc9a67aff4a2adcc00ed88ffb965e629a037de958b2d00b5056ef468d47935 - Sigstore transparency entry: 815773459
- Sigstore integration time:
-
Permalink:
CAREamics/careamics-ui@d8a9893e48a841c07eebeeea0258b6668cbba214 -
Branch / Tag:
refs/tags/v0.0.18 - Owner: https://github.com/CAREamics
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
test_and_deploy.yml@d8a9893e48a841c07eebeeea0258b6668cbba214 -
Trigger Event:
push
-
Statement type:
