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forImage

The goal of forImage is to facilitate foraminiferal test measurement and biomass estimation.

The package is proposed as an alternative to manual and/or multi-software dependent methods for biometry and biomass estimation.

Installation

The package requires Python >= 3.5.

You can install forImage from github with:

remotes::install_github("ThaiseRF/forImage", build_vignettes = TRUE)
# Using `build_vignettes = TRUE` will slow down the install, but is necessary if 
# you want to read the vignette, which is recommended

Use install_measure() to install all Python modules dependencies (scipy, imutils, numpy, pandas, Pillow and OpenCV) at once in a virtual environment. This function is a wrapper of reticulate py_install() and requires a conda installation on Windows.

To install the Python modules via pip on Ubuntu:

sudo apt-get install python-pip
sudo pip install pip --upgrade
sudo pip install scipy

On Windows:

python -m pip install --upgrade pip
pip install scipy

On macOs:

python3 -m pip install --upgrade pip
pip3 install scipy

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Version

Install

install.packages('forImage')

Monthly Downloads

201

Version

0.1.0

License

MIT + file LICENSE

Issues

Pull Requests

Stars

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Maintainer

Thaise R Freitas

Last Published

March 2nd, 2021

Functions in forImage (0.1.0)

laevipeneroplis

Laevipeneroplis size data
biomass

Biomass estimative
volume.total

Volumetric calculus of organisms
bio.volume

Biovolume calculus
measure

Foraminifera image measurement
loxostomina

Loxostomina size data
quinqueloculina

Quinqueloculina size data
nonionella

Nonionella size data
patellina

Patellina size data
rectocibicides

Rectocibicides size data
discorbinella

Discorbinella size data
spirillina

Spirillina size data
exampleImage

Foraminiferal photomicrograph for forImage examples
textularia

Textularia size data
bolivina

Bolivina size data
install_measure

Install python packages dependencies for measure function
cibicidoides

Cibicidoides size data
data_pco

Foraminiferal genera data for forImage examples
ammonia

Ammonia size data
amphistegina

Amphistegina size data
asterotrochammina

Asterotrochammina size data
angulogerina

Angulogerina size data
depth.xml

Import image object depth (Z)