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: 1.0.0
Imports: pbapply, jpeg, keras, reticulate, tfdatasets, parallel, exifr, av, data.table, dplyr, stats, imager
Suggests: knitr, rmarkdown
Published: 2022-03-23
Author: Kyra Swanson ORCID iD [aut, cre], Mathias Tobler [aut]
Maintainer: Kyra Swanson <tswanson at sdzwa.org>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README
CRAN checks: animl results

Documentation:

Reference manual: animl.pdf
Vignettes: introduction

Downloads:

Package source: animl_1.0.0.tar.gz
Windows binaries: r-devel: animl_1.0.0.zip, r-release: animl_1.0.0.zip, r-oldrel: animl_1.0.0.zip
macOS binaries: r-release (arm64): animl_1.0.0.tgz, r-release (x86_64): animl_1.0.0.tgz, r-oldrel: animl_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=animl to link to this page.