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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: |
1.1.0 |
| 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 |
Documentation:
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.