Models, Datasets and Transformations for Images

Provides access to datasets, models and preprocessing facilities for deep learning with images. Integrates seamlessly with the 'torch' package and its API borrows heavily from the 'PyTorch' vision package.


torchvision

R build status CRAN status

torchvision is an extension for torch providing image loading, transformations, common architectures for computer vision, pre-trained weights and access to commonly used datasets.

Installation

The CRAN release can be installed with:

install.packages("torchvision")

You can install the development version from GitHub with:

remotes::install_github("mlverse/torchvision@main")

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("torchvision")

0.10.0 by Tomasz Kalinowski, 3 days ago


https://torchvision.mlverse.org, https://github.com/mlverse/torchvision


Report a bug at https://github.com/mlverse/torchvision/issues


Browse source code at https://github.com/cran/torchvision


Authors: Tomasz Kalinowski [ctb, cre] , Daniel Falbel [aut, cph] , Christophe Regouby [ctb] , Akanksha Koshti [ctb] , Derrick Richard [ctb] , ANAMASGARD [ctb] , Chandraveer Singh [ctb] , Srishti Dutta [ctb] , Sebastian Fischer [ctb] , Posit Software , PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports torch, fs, rlang, rappdirs, utils, jpeg, tiff, magrittr, png, abind, jsonlite, withr, cli, glue, zeallot

Suggests arrow, magick, prettyunits, testthat, coro, R.matlab, xml2, knitr, rmarkdown, torchvisionlib


Imported by cito, torchdatasets.

Suggested by LBBNN, bundle, gofigR, luz, mlr3torch.


See at CRAN