Package: cam2model 0.3.0
cam2model: Preprocessing Trap Camera Data for Machine Learning Models
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.
Authors:
cam2model_0.3.0.tar.gz
cam2model_0.3.0.zip(r-4.7-any)cam2model_0.3.0.zip(r-4.6-any)
cam2model_0.3.0.tar.gz(r-4.7-any)cam2model_0.3.0.tar.gz(r-4.6-any)
cam2model_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cam2model/json (API)
| # Install 'cam2model' in R: |
| install.packages('cam2model', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:e253d8be0a. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 146 | ||
| source / vignettes | OK | 250 | ||
| linux-release | OK | 132 | ||
| windows-devel | OK | 112 | ||
| windows-release | OK | 113 | ||
| wasm-release | OK | 111 |
Exports:copy_in_batchesgenerate_plotprocess_metadataprocess_training_imagesrename_images
Dependencies:bitbit64clicliprcpp11crayoncurldigestdplyrexifrfarverfsgenericsggplot2gluegtablehmsisobandjsonlitelabelinglifecyclelubridatemagrittrpillarpkgconfigplyrprettyunitsprogressprogressrpurrrR6rappdirsRColorBrewerRcppreadrrlangS7scalesstringistringrtibbletidyrtidyselecttimechangetzdbutf8vctrsviridisLitevroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Copy files into batch folders using 'fs' | copy_in_batches |
| Generate Custom Plots from Metadata | generate_plot |
| Process Camera Trap Metadata | process_metadata |
| Process and Select Images for Training | process_training_images |
| Rename and flatten camera trap images | rename_images |