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DESCRIPTION
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DESCRIPTION
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Package: animl
Title: A Collection of ML Tools for Conservation Research
Version: 1.1.0
Authors@R:
c(person(given="Kyra", family="Swanson",email="tswanson@sdzwa.org", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-1496-3217")),person(given="Mathias",family="Tobler",role = "aut"))
Description: 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.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Imports:
grDevices,
methods,
pbapply,
dplyr,
jpeg,
keras,
reticulate,
tfdatasets,
parallel,
exifr,
av,
magrittr,
stats,
imager,
Depends:
R (>= 4.0.0),
tensorflow (>= 2.5.0)