CRAN/E | animl

animl

A Collection of ML Tools for Conservation Research

Installation

About

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.

Key Metrics

Version 1.1.0
R ≥ 4.0.0
Published 2023-05-13 349 days ago
Needs compilation? no
License MIT
License File
CRAN checks animl results

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Maintainer

Maintainer

Kyra Swanson

tswanson@sdzwa.org

Authors

Kyra Swanson

aut / cre

Mathias Tobler

aut

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

animl archive

Depends

R ≥ 4.0.0
tensorflow ≥ 2.5.0

Imports

grDevices
methods
pbapply
dplyr
jpeg
keras
reticulate
tfdatasets
parallel
exifr
av
magrittr
stats
imager