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animl: A Collection of ML Tools for Conservation Research

Functions required to classify subjects within camera trap field data. The package can handle both images and videos. The authors recommend a two-step approach using Microsoft's 'MegaDector' model and then a second model trained on the classes of interest.

Version:2.0.0
Depends:R (≥ 4.0.0)
Imports:grDevices, methods,pbapply,dplyr,jpeg,reticulate, parallel,exifr,av,magrittr, stats,rlang
Published:2025-02-11
DOI:10.32614/CRAN.package.animl
Author:Kyra SwansonORCID iD [aut, cre], Mathias Tobler [aut]
Maintainer:Kyra Swanson <tswanson at sdzwa.org>
License:MIT + fileLICENSE
NeedsCompilation:no
Materials:README
CRAN checks:animl results

Documentation:

Reference manual:animl.html ,animl.pdf

Downloads:

Package source: animl_2.0.0.tar.gz
Windows binaries: r-devel:animl_2.0.0.zip, r-release:animl_2.0.0.zip, r-oldrel:animl_2.0.0.zip
macOS binaries: r-release (arm64):animl_2.0.0.tgz, r-oldrel (arm64):animl_2.0.0.tgz, r-release (x86_64):animl_2.0.0.tgz, r-oldrel (x86_64):animl_2.0.0.tgz
Old sources: animl archive

Linking:

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