Package: cam2model Title: Preprocessing Trap Camera Data for Machine Learning Models Version: 0.3.0 Authors@R: c(person(given = "Edlin", family = "Guerra-Castro", role = c("aut", "cph"), email = "edlinguerra@gmail.com", comment = c(ORCID = "0000-0003-3529-4507")), person(given = "Arturo", family = "Sanchez-Porras", role = c("aut", "cre"), email = "sp.arturo@gmail.com", comment = c(ORCID = "0000-0002-1691-286X"))) Description: 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. License: GPL (>= 3) Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Imports: dplyr, tidyr, lubridate, stringr, ggplot2, readr, fs, exifr, rlang, tibble, progressr Suggests: future, future.apply, knitr, rmarkdown, testthat Depends: R (>= 4.1.0) VignetteBuilder: knitr Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev perl libx11-dev Repository: https://arturosp.r-universe.dev Date/Publication: 2026-10-02 00:42:50 UTC RemoteUrl: https://github.com/arturosp/cam2model RemoteRef: HEAD RemoteSha: ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a NeedsCompilation: no Packaged: 2026-10-15 14:03:47 UTC; root Author: Edlin Guerra-Castro [aut, cph] (ORCID: ), Arturo Sanchez-Porras [aut, cre] (ORCID: ) Maintainer: Arturo Sanchez-Porras