animl: A Collection of ML Tools for Conservation Research (original) (raw)

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
License: MIT + file
NeedsCompilation: no
Materials: README
CRAN checks: animl results

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