R Observatory: Metrics for torchvisionlib version 0.8.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

torchvisionlib

0.8.0

Additional Operators for Image Models

1packages depend

13.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Tomasz KalinowskiFirst published 2022-03-077 releasesCRAN page ↗GitHub ↗

Implements additional operators for computer vision models, including operators necessary for image segmentation and object detection deep learning models.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("torchvisionlib", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mlverse/torchvisionlib")

Development version from mlverse/torchvisionlib. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-torchvisionlib

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-torchvisionlib

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-torchvisionlib

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.27

0.0%

Coverage · measured lines

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-17
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 155 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 60%
References docs: 0%

Downloads

13.5K

CRAN downloads in the past year

Rank #2,453 · ~37/day · ~1.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.5K30 days

7.7K90 days

13.5K1 year

Compare downloads with other packages →

Also on397 r2u17 autocran

Repository

GitHub ↗ mlverse/torchvisionlib

9Stars

5Forks

1Open issues

1Open PRs

18Releases

207Commits

6Contributors

207 commits · Last activity 2026-08-18

Stars over time

2024-11-13 · 82026-07-07 · 9

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/mlverse/torchvisionlib on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6

Imports (5)

Rcpp torch rlang glue withr

LinkingTo (2)

Rcpp torch

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

torchvision

Code & Tests

People & History

People (3)

Maintainer (1)

Tomasz Kalinowski

Contributor, Maintainer · added in 0.8.0

Authors (1)

Daniel Falbel

Author

Contributors (1)

Tomasz Kalinowski

Contributor, Maintainer · added in 0.8.0

Copyright holders (1)

RStudio

Copyright holder

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.8.0Latest
2026-04-15 · current release · diff ↗
0.6.0
2025-04-14 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.5.0
2024-02-15 · diff ↗
0.4.0
2023-05-30 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.3.0
2022-10-31 · diff ↗
0.2.0
2022-06-14 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.0
2022-03-07
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-03-07
Total releases: 7 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Download size: 65 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("torchvisionlib")

Format

Kalinowski, T., Falbel, D., & RStudio, . (2026). torchvisionlib: Additional Operators for Image Models (Version 0.8.0) [Computer software]. https://doi.org/10.32614/CRAN.package.torchvisionlib

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for torchvisionlib version 0.8.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →