R Observatory: Metrics for AzureVision version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

AzureVision

1.0.2

Interface to Azure Computer Vision Services

0packages depend

7.8Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Hong OoiFirst published 2019-12-063 releasesCRAN page ↗GitHub ↗

An interface to 'Azure Computer Vision' https://docs.microsoft.com/azure/cognitive-services/Computer-vision/Home and 'Azure Custom Vision' https://docs.microsoft.com/azure/cognitive-services/custom-vision-service/home, building on the low-level functionality provided by the 'AzureCognitive' package. These services allow users to leverage the cloud to carry out visual recognition tasks using advanced image processing models, without needing powerful hardware of their own. Part of the 'AzureR' family of packages.

Install

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

install.packages("AzureVision", 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("Azure/AzureVision")

Development version from Azure/AzureVision. 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-azurevision

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-AzureVision

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-AzureVision

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

Health

CRAN checks

13OK

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.15

0.0%

Coverage · measured lines

100%

Documentation · exports

4

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 253 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 8%
Documented parameters: 82%
Return-value docs: 79%
References docs: 0%

Downloads

7.8K

CRAN downloads in the past year

Rank #5,152 · ~21/day · ~654/mo

Releases R versions

Daily download trend is not available in this view yet.

25830 days

1.5K90 days

7.8K1 year

Compare downloads with other packages →

Also on159 r2u27 autocran63 c2d4u

Repository

GitHub ↗ azure/azurevisionArchived

5Stars

3Forks

1Open issues

0Open PRs

0Releases

125Commits

3Contributors

computer-visioncustom-visionrazure-cognitive-servicesazure-sdk-r

125 commits · Last activity 2021-01-12

Stars over time

2021-08-12 · 52026-07-07 · 5

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/azure/azurevision on 2026-08-09.

Continuous integration (1)

GitHub Actions

Governance and community (1)

Security policy

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.3

Imports (4)

AzureRMR AzureCognitive httrutils

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown AzureAuth testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Hong Ooi

Author, Maintainer

Authors (1)

Hong Ooi

Author, Maintainer

Copyright holders (1)

Microsoft

Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.2Latest
2020-10-18 · current release · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.1
2020-04-21 · diff ↗
1.0.0
2019-12-06
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-12-06
Total releases: 3 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.3
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Web Technologies and Services

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("AzureVision")

Format

Ooi, H., & Microsoft. (2020). AzureVision: Interface to Azure Computer Vision Services (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.AzureVision

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 AzureVision version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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