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 |
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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 [aut, cre], Mathias Tobler [aut] |
Maintainer: | Kyra Swanson |
License: | MIT + file |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | animl results |
Documentation:
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