{ "_id": "6ad0de3b0d29c66e48844bd7", "Package": "cam2model", "Title": "Preprocessing Trap Camera Data for Machine Learning Models", "Version": "0.3.0", "Authors@R": "c(person(given = \"Edlin\", \nfamily = \"Guerra-Castro\",\nrole = c(\"aut\", \"cph\"),\nemail = \"edlinguerra@gmail.com\",\ncomment = c(ORCID = \"0000-0003-3529-4507\")),\nperson(given = \"Arturo\",\nfamily = \"Sanchez-Porras\",\nrole = c(\"aut\", \"cre\"),\nemail = \"sp.arturo@gmail.com\",\ncomment = c(ORCID = \"0000-0002-1691-286X\")))", "Description": "Provides tools for preprocessing camera trap image data to\nprepare it for training machine learning models. It automates\ntasks such as extracting EXIF metadata, processing and\nanalyzing image attributes, selecting relevant images (e.g.,\ndaytime photos), sampling subsets, and managing file\norganization. These features streamline the workflow for\necological research and wildlife monitoring projects.\nAdditionally, the package includes tools for generating\nexploratory visualizations and creating annotation datasets.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev perl\nlibx11-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": { "Date": "2026-10-15 14:03:47 UTC", "User": "root" }, "Author": "Edlin Guerra-Castro [aut, cph] (ORCID:\n),\nArturo Sanchez-Porras [aut, cre] (ORCID:\n)", "Maintainer": "Arturo Sanchez-Porras ", "_user": "arturosp", "_type": "src", "_file": "cam2model_0.3.0.tar.gz", "_fileid": "https://r2.ropensci.org/d50b1ff8e5062d111bcb569518e322ecd1e2900ac3964c719ea66a556051f8e7", "_filesize": 320006, "_sha256": "d50b1ff8e5062d111bcb569518e322ecd1e2900ac3964c719ea66a556051f8e7", "_expires": "2027-01-23T14:07:53.000Z", "_created": "2026-10-15T14:03:47.000Z", "_published": "2026-10-15T14:07:55.837Z", "_buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116466995168, "time": 205, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11980397944" }, { "job": 116466994789, "time": 171, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11980402279" }, { "job": 116466995139, "time": 185, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11979902584" }, { "job": 116466995416, "time": 164, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11979263346" }, { "job": 116465129112, "time": 219, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11979907630" }, { "job": 116466994894, "time": 102, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11978699374" }, { "job": 116466994924, "time": 79, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11979653041" }, { "job": 116466994892, "time": 123, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11978679672" }, { "job": 116466994863, "time": 116, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11978544669" } ], "_upstream": "https://github.com/arturosp/cam2model", "_commit": { "id": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "author": "arturoSP ", "committer": "arturoSP ", "message": "cran submission process started\n", "time": 1790901770 }, "_maintainer": { "name": "Arturo Sanchez-Porras", "email": "sp.arturo@gmail.com", "login": "arturosp", "orcid": "0000-0002-1691-286X", "description": "", "uuid": 7362719 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "lubridate", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "fs", "role": "Imports" }, { "package": "exifr", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "progressr", "role": "Imports" }, { "package": "future", "role": "Suggests" }, { "package": "future.apply", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "arturosp", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 1 }, { "week": "2025-48", "n": 2 }, { "week": "2026-12", "n": 6 }, { "week": "2026-15", "n": 4 }, { "week": "2026-16", "n": 4 }, { "week": "2026-39", "n": 2 }, { "week": "2026-40", "n": 9 } ], "_tags": [ { "name": "v0.3.0", "date": "2026-10-02" } ], "_stars": 1, "_contributors": [ { "user": "arturosp", "count": 43, "uuid": 7362719 }, { "user": "diegoflores00", "count": 2, "uuid": 158845264 } ], "_userbio": { "uuid": 7362719, "type": "user", "name": "artu", "followers": 3 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/cam2model" }, "_devurl": "https://github.com/arturosp/cam2model", "_searchresults": 4, "_rbuild": "4.6.1", "_assets": [ "extra/cam2model.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/arturosp/cam2model", "_realowner": "arturosp", "_cranurl": true, "_releases": [ { "version": "0.3.0", "date": "2026-10-14" } ], "_exports": [ "copy_in_batches", "generate_plot", "process_metadata", "process_training_images", "rename_images" ], "_help": [ { "page": "copy_in_batches", "title": "Copy files into batch folders using 'fs'", "topics": [ "copy_in_batches" ] }, { "page": "generate_plot", "title": "Generate Custom Plots from Metadata", "topics": [ "generate_plot" ] }, { "page": "process_metadata", "title": "Process Camera Trap Metadata", "topics": [ "process_metadata" ] }, { "page": "process_training_images", "title": "Process and Select Images for Training", "topics": [ "process_training_images" ] }, { "page": "rename_images", "title": "Rename and flatten camera trap images", "topics": [ "rename_images" ] } ], "_readme": "https://github.com/arturosp/cam2model/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "cli", "clipr", "cpp11", "crayon", "curl", "digest", "dplyr", "exifr", "farver", "fs", "generics", "ggplot2", "glue", "gtable", "hms", "isoband", "jsonlite", "labeling", "lifecycle", "lubridate", "magrittr", "pillar", "pkgconfig", "plyr", "prettyunits", "progress", "progressr", "purrr", "R6", "rappdirs", "RColorBrewer", "Rcpp", "readr", "rlang", "S7", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timechange", "tzdb", "utf8", "vctrs", "viridisLite", "vroom", "withr" ], "_vignettes": [ { "source": "cam2model-workflow.Rmd", "filename": "cam2model-workflow.html", "title": "cam2model workflow", "engine": "knitr::rmarkdown", "headings": [ "English version", "Objective", "Inputs, outputs, and generated files by stage", "Reproducible pipeline with temporary paths", "Optional plot", "Batch copying (dry run)", "Spanish version", "Objetivo", "Tabla de entrada/salida/artefactos por etapa", "Pipeline reproducible con rutas temporales", "Plot opcional", "Copia por lotes (simulación)" ], "created": "2026-04-16 21:07:27", "modified": "2026-10-01 19:20:49", "commits": 3 } ], "_score": 4.544068044350276, "_indexed": true, "_nocasepkg": "cam2model", "_universes": [ "arturosp" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-10-15T14:06:51.000Z", "distro": "resolute", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/b58880127ee28205007f59bf9673ce2fe943c477fd00c81be641de746e419ff1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.6.1", "os": "linux", "version": "0.3.0", "date": "2026-10-15T14:06:31.000Z", "distro": "resolute", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/af44b1008d64750c077714649c09c797f177d375261cfdf2053498e3d3e5a197", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.5.3", "os": "mac", "version": "0.3.0", "date": "2026-10-15T14:06:08.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/b128df29f8edb6f6f9faa1d3221e98a559b14638bff14febbdb9d8dfca312f4c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.6.1", "os": "mac", "version": "0.3.0", "date": "2026-10-15T14:05:58.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/0e4fac782dc6351ed940e88af1dd58ffad4915b2097dfaca8361b16c7cee4402", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.0", "date": "2026-10-15T14:05:49.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/82e48d975d66f814841c37c9fec72ab2bddeb1fd3964be590d0c068a38d1d3a4", "status": "success", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.7.0", "os": "win", "version": "0.3.0", "date": "2026-10-15T14:04:54.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/fd0bd1dc5200be9977437b7118d603a150ea8996914d2ba072c9d9e537c43f84", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.5.3", "os": "win", "version": "0.3.0", "date": "2026-10-15T14:05:16.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/293542ae9c383983da8ee613b17cc8dd3b62e2b2fec1d2fa0bbf4aad0dafa7c4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" }, { "r": "4.6.1", "os": "win", "version": "0.3.0", "date": "2026-10-15T14:05:16.000Z", "commit": "ba757e7d4fbbb48582d1168c48d1a48c3bcf3e9a", "fileid": "https://r2.ropensci.org/f4dfd02888893834342bfea4ba4fc6aab48b5dfe13140d957e6ecca545f111dd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/arturosp/actions/runs/38747499638" } ] }