R Observatory: Metrics for cam2model version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

cam2model

0.3.0Package record

Preprocessing Trap Camera Data for Machine Learning Models

0packages depend

255downloads / year

44.7%test coverage

13/13flavors OK

Overview

About

Maintained by Arturo Sanchez-PorrasCRAN page ↗

Provides tools for preprocessing camera trap image data to prepare it for training machine learning models. It automates tasks such as extracting EXIF metadata, processing and analyzing image attributes, selecting relevant images (e.g., daytime photos), sampling subsets, and managing file organization. These features streamline the workflow for ecological research and wildlife monitoring projects. Additionally, the package includes tools for generating exploratory visualizations and creating annotation datasets.

Changes in 0.3.0

Initial CRAN submission.

From NEWS.md in the release

Install

R (CRAN)Fedora (COPR)

install.packages("cam2model", repos = "https://cloud.r-project.org/")

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

# 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-cam2model

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

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.9 min · r-release-macos-x86_64

Status changes

OK13 OKNow
OK6 OK2026-10-15

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.0

READMEYes · 187 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 0.3.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 5
Examples that run: 60%3 run in a plain check · 2 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

cam2model workflow HTML

How these are measured

Downloads

255

CRAN downloads in the past year

Rank #25,436 · ~1/day · ~21/mo

cam2model Releases R versions

Daily download trend is not available in this view yet.

25530 days

25590 days

2551 year

Compare downloads with other packages →

How downloads are counted

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing cam2model adds 49 packages (28 with compiled code, 37 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, Rcpp 1.8 MB.

Depends (1)

R >= 4.1.0

Imports (11)

dplyr tidyr lubridate stringr ggplot2 readr fs exifr rlang tibble progressr

LinkingTo (0)

none

Suggests (5)

future future.apply knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Arturo Sanchez-Porras

Author, Maintainer since 0.3.0 (2026)

Edlin Guerra-Castro

Author, Copyright holder

Releases (1)

0.3.0Latest
record
2026-10-14 · current release ·
11 days in CRAN's queue
Listed in CRAN's incoming queue from 2026-10-03 21:57 to 2026-10-14 10:55 UTC, in 46 readings.
R
R 4.6.0 released · 2026-04-24

Across CRAN, the median accepted release of the past year spent 26 hours in the queue, 90% under 11 days.How queue time is measured

Package metadata

First published: 2026-10-14
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: 149 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("cam2model")

Format

Sanchez-Porras, A., & Guerra-Castro, E. (2026). cam2model: Preprocessing Trap Camera Data for Machine Learning Models (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.cam2model

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 cam2model version 0.3.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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