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cam2model  

Preprocessing Trap Camera Data for Machine Learning Models
View on CRAN: Click here


Download and install cam2model package within the R console
Install from CRAN:
install.packages("cam2model")

Install from Github:
library("remotes")
install_github("cran/cam2model")

Install by package version:
library("remotes")
install_version("cam2model", "0.3.0")



Attach the package and use:
library("cam2model")
Maintained by
Arturo Sanchez-Porras
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-10-14
Latest Update: 2026-10-14
Description:
Provides tools for preprocessing camera trap image data to prepare it for training machine learning models. It automates tasks such as extracting EXIF metadata, processing and analyzing image attributes, selecting relevant images (e.g., daytime photos), sampling subsets, and managing file organization. These features streamline the workflow for ecological research and wildlife monitoring projects. Additionally, the package includes tools for generating exploratory visualizations and creating annotation datasets.
How to cite:
Arturo Sanchez-Porras (2026). cam2model: Preprocessing Trap Camera Data for Machine Learning Models. R package version 0.3.0, https://cran.r-project.org/web/packages/cam2model. Accessed 24 Oct. 2026.
Previous versions and publish date:
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