animl: A Collection of ML Tools for Species Detection and Classification in Camera Trap Images and Videos
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: | 3.3.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | methods, pbapply, reticulate, stats |
| Suggests: | jsonlite, testthat (≥ 3.0.0), withr |
| Published: | 2026-06-16 |
| 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 |
| SystemRequirements: | Python (>= 3.12), animl-py |
| Materials: | README, NEWS |
| CRAN checks: | animl results |
Documentation:
| Reference manual: | animl.html , animl.pdf |
Downloads:
| Package source: | animl_3.3.0.tar.gz |
| Windows binaries: | r-devel: animl_3.2.0.zip, r-release: animl_3.2.0.zip, r-oldrel: animl_3.2.0.zip |
| macOS binaries: | r-release (arm64): animl_3.2.0.tgz, r-oldrel (arm64): animl_3.2.0.tgz, r-release (x86_64): animl_3.2.0.tgz, r-oldrel (x86_64): animl_3.2.0.tgz |
| Old sources: | animl archive |
Linking:
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