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: 1.1.0
Depends: R (≥ 4.0.0), tensorflow (≥ 2.5.0)
Imports: grDevices, methods, pbapply, dplyr, jpeg, keras, reticulate, tfdatasets, parallel, exifr, av, magrittr, stats, imager
Published: 2023-05-13
DOI: 10.32614/CRAN.package.animl
Author: Kyra Swanson ORCID iD [aut, cre], Mathias Tobler [aut]
Maintainer: Kyra Swanson <tswanson at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: animl results


Reference manual: animl.pdf


Package source: animl_1.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): animl_1.1.0.tgz, r-oldrel (arm64): animl_1.1.0.tgz, r-release (x86_64): animl_1.1.0.tgz, r-oldrel (x86_64): animl_1.1.0.tgz
Old sources: animl archive


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