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 [aut, cre], Mathias Tobler [aut] |
Maintainer: | Kyra Swanson <tswanson at sdzwa.org> |
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: animl_1.1.0.zip, r-release: animl_1.1.0.zip, r-oldrel: animl_1.1.0.zip |
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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